MBE Advance Access originally published online on September 26, 2007
Molecular Biology and Evolution 2007 24(12):2657-2668; doi:10.1093/molbev/msm192
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Research Articles |
Molecular Diversity at 18 Loci in 321 Wild and 92 Domesticate Lines Reveal No Reduction of Nucleotide Diversity during Triticum monococcum (Einkorn) Domestication: Implications for the Origin of Agriculture




* Institute of Botany III, Heinrich-Heine-Universität Düsseldorf, Universitätsstrasse 1, 40225 Düsseldorf, Germany
Max Planck Institute for Plant Breeding Research, Department of Plant Breeding and Genetics, Carl-von-Linné-Weg 10, 50829 Köln, Germany
Department of Field Crops, Faculty of Agriculture, University of Cukurova, 01330 Adana, Turkey
Regional Climate Group, Earth Sciences Centre, Göteborg University, Box 460, S-405 30 Göteborg, Sweden
|| Institute of Bioinformatics, Heinrich-Heine-Universität Düsseldorf, Universitätsstrasse 1, 40225 Düsseldorf, Germany
¶ Fondazione Parco Tecnologico Padano, Via Einstein - Localita Cascina Codazza, 26900 Lodi, Italy
E-mail: kilian{at}mpiz-koeln.mpg.de.
| Abstract |
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The diploid wheat Triticum monococcum L. (einkorn) was among the first crops domesticated by humans in the Fertile Crescent 10,000 years ago. During the last 5,000 years, it was replaced by tetraploid and hexaploid wheats and largely forgotten by modern breeders. Einkorn germplasm is thus devoid of breeding bottlenecks and has therefore preserved in unfiltered form the full spectrum of genetic variation that was present during its domestication. We investigated haplotype variation among >12 million nucleotides sequenced at 18 loci across 321 wild and 92 domesticate T. monococcum lines. In contrast to previous studies of cereal domestication, we sampled hundreds of wild lines, rather than a few dozen. Unexpectedly, our broad sample of wild lines reveals that wild einkorn underwent a process of natural genetic differentiation, most likely an incipient speciation, prior to domestication. That natural differentiation was previously overlooked within wild einkorn, but it bears heavily upon inferences concerning the domestication process because it brought forth 3 genetically, and to some extent morphologically, distinct wild einkorn races that we designate here as
, β, and
. Only one of those natural races, β, was exploited by humans for domestication. Nucleotide diversity and haplotype diversity in domesticate einkorn is higher than in its wild sister group, the einkorn β race, indicating that einkorn underwent no reduction of diversity during domestication. This is in contrast to findings from previous studies of domestication history among more intensely bred crop species. Taken together with archaeological findings from the Fertile Crescent, the data indicate that a specific wild einkorn race that arose without human intervention was subjected to multiple independent domestication events.
Key Words: evolution molecular diversity haplotypes einkorn wheat Fertile Crescent
| Introduction |
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Archaeological evidence indicates that western agriculture began in the Near East with the remains of founder crops preserved at several excavated sites throughout the region known as the Fertile Crescent (Heun et al. 1997
Evidence from archaeological excavation sites indicates that the process of crop domestication spanned up to 1,000 years and entailed multiple domestication events (Hillman and Davies 1990
; Willcox 1999
; Kislev 2002
; Salamini et al. 2002
; Tanno and Willcox 2006
). Such evidence stands contrary to molecular studies that have suggested a single domestication of each of the Fertile Crescent founder crops (Heun et al. 1997
; Badr et al. 2000
; Zohary and Hopf 2000
). A third view of domestication suggests that superior varieties emerged in a "core area" and were then dispersed throughout the region, displacing local genotypes (Lev-Yadun et al. 2000
; Salamini et al. 2002
; Abbo et al. 2006
). All of these models predict a reduction of genetic diversity in domesticate forms relative to the wild progenitors through a domestication bottleneck—a reduction in genetic diversity stemming from human selection upon domestication traits—as reported in various domesticated species (Pozzi et al. 2004
; Doebley et al. 2006
; Kilian et al. 2006
). However, distinguishing between reduction of genetic diversity through a domestication bottleneck introduced over 10,000 years ago and reduction through intensive breeding bottlenecks during the last few hundred years is extremely problematic (Kilian et al. 2006
), and domestication genetic studies of Old World crops that escaped intense breeding are lacking.
Einkorn is unique in this respect because it was of limited agricultural use during the last 5,000 years: the crop was largely abandoned as a food source starting in the Bronze Age and intensive breeding was never undertaken (Salamini et al. 2002
). As a consequence, domesticate einkorn germplasm sampled in remote mountain areas across Europe and the Near East (Perrino et al. 1996
) should harbor a representative sample of Neolithic genetic variation that was present during domestication in the Fertile Crescent and that was later dispersed by migrating farmers (Nesbitt and Samuel 1996
). Given the absence of breeding bottlenecks in einkorn, we reasoned that extensive sampling of genetic diversity among wild and domesticate accessions should discriminate between competing hypotheses for cereal domestication. Here, we report nucleotide variation at 18 loci for 92 domesticate einkorn lines in comparison to 321 lines from wild populations and a genetic view of crop domestication that is unbiased by green revolution breeding.
| Materials and Methods |
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Plant Material
Details of collection sites, taxonomic designations, seed sources, and seed bank accession numbers for the 603 lines used for amplified fragment length polymorphism (AFLP) analysis in figure 2A are given in supplementary table S1 (Supplementary Material online). The same information for the 452 lines used for amplification and sequencing at 18 loci are given in supplementary table S2 (Supplementary Material online).
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AFLP Analysis
DNA was isolated from freeze-dried or silica-dried leaves using the Qiagen (Hilden, Germany) DNeasy Kit and amplified as described by Zabeau and Vos (1993)
Multilocus Genotype Analysis
DNA was prepared as for AFLP analysis. Polymerase chain reaction (PCR) amplifications were performed in 25 µl containing
100 ng of single-leaf DNA, 0.4 µM of each primer, 125 µM of each deoxynucleoside triphosphate (AB gene, Surrey, United Kingdom), 3 mM MgCl2, 4% dimethyl sulfoxide , and 1 unit of Taq DNA polymerase incubated in a PTC-225 Tetrad Thermal Cycler (MJ Research). The loci are described in supplementary table S3 (Supplementary Material online). Primers and specific amplification conditions for each locus are given in supplementary table S4 (Supplementary Material online). PCR products were sequenced on both strands. Sequence data were processed with Applied Biosystems DNA Sequencing Analysis Software 5.1.1 and manually edited with BioEdit version 7.0.5.3 (Hall 1999
). Alignments were generated with ClustalW, and haplotypes were scored manually. Haplotypes were coded as discrete character data. NeighborNet planar graphs (Huson and Bryant 2006
) of Hamming distances between 267 nonredundant multilocus genotypes among 452 individuals were constructed based on haplotypes at 16 sequenced nuclear loci (without Lr10) and the chloroplast locus ndhF. GenBank accession numbers for the haplotypes determined at all 18 loci are reported in supplementary table S5 (Supplementary Material online). Nucleotide diversity (
), haplotype diversity (Hd), and Watterson (
) (Watterson 1975
, eq. 1.4a, but on base pair basis; Nei 1987
, eq. 10.3) were calculated using DnaSP version 4.10.9 (Rozas et al. 2003
).
Topographic Map
Void-filled seamless Shuttle Radar Topographic Mission (SRTM) data V1, 2004 (International Centre for Tropical Agriculture), available from the CGIAR-CSI SRTM 90 m Database (http://srtm.csi.cgiar.org) were used to draw the topographic map. GPS coordinates for collected and seed bank material are given in supplementary tables S1 and S2 (Supplementary Material online).
Median-Joining Networks
Median-Joining (MJ) networks (Bandelt et al. 1999
) were constructed with the Network 4.2.0.1 program (Fluxus Technology Ltd., Clare, Suffolk, UK).
Morphological Character Analysis
Heading date, stem plus ear length excluding awns, and leaf sheath-to-ear tip distance for 341 lines (
[204 lines], β [11],
[45], ae [6], M [70], and U [5]) were determined for plants grown in Cologne, Germany, and San Angelo Lodigiano, Italy.
Statistical Analysis
Because none of the morphological characters fitted a normal distribution (using Kolmogorov–Smirnov test for normality), we were restricted to use nonparametric statistical tests in our analysis. The distributions of the morphological characters were compared among the haplotypes by using the Wilcoxon nonparametric test (Zar 1999
). In addition, we used the Bonferroni correction for multiple comparisons, that is, for 3 characters we used
= 0.05/3 = 0.0167 for the 95% significance level. Because nucleotide diversity also did not follow a normal distribution, we used the Friedman nonparametric test (Friedman 1937
) to compare its distribution within loci among the different haplotypes.
| Results and Discussion |
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Natural Diversification and Distinct Wild Races
We first investigated at 151 AFLP loci 603 diploid Triticum lines including 436 wild T.m.b. lines that cover the full range of wild einkorn dispersal (fig. 1), plus 70 domesticate T.m.m. lines, 7 Triticum monococcum ssp. aegilopoides (T.m.ae.) lines (T.m.ae. feral forms of T.m.m.), and 90 lines of Triticum urartu (the closest outgroup to T. monococcum within the genus). That coarse-grained, but genome-wide, survey uncovered an unexpected level of natural genetic differentiation among morphologically wild einkorn (fig. 2A). Genetic differentiation among these wild einkorn races, which we designate here as
, β, and
, is not readily attributable to geographical separation (allopatry): although race
predominates in the Fertile Crescent and
predominates in western and northwestern Turkey, the wild races have overlapping ranges (fig. 1A), with race β occurring only in restricted areas of the Karacadag (KK) and Kartal–Karadag (KT) mountains but together with race
(fig. 1B). At these 151 AFLP loci, race β is more closely related to domesticate einkorn (T.m.m.) and to its feral form (T.m.ae.) from the Balkan Peninsula than the other wild races are (fig. 2A).
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To get a more detailed picture, we investigate haplotypes for 321 wild T.m.b. lines representative for genome diversity at AFLP loci, 84 domesticate lines (European, Asian, and Northern African collections), 8 T.m.ae. lines from Southeast Europe, and 39 lines of T. urartu. For each line, we sequenced 17 nuclear loci and 1 chloroplast locus (table 1), uncovering 415 single nucleotide polymorphisms (SNPs) and between 2 (ndhF) to 20 (6SFT) distinct haplotypes per locus within all lines sampled (including T. urartu). Einkorn is a typical inbreeder, but occasional outcrossing is observed (Zohary and Hopf 2000
, β, and
are distinct and are characterized by 23, 10, and 18 race-specific haplotypes, respectively (table 1). Triticum urartu, which can be morphologically distinguished from einkorn only in anther length, flowering time, and leaf trichomes (Morrison 1993
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The somewhat intermediate position of race
between races
and β in the AFLP and multilocus genotype networks of figure 2 might tend to suggest that it could be an
–β hybrid. However, the presence in race
of 18 haplotypes that are specific to race
and that are absent in races
and β (table 1) indicates the contrary. The distributions of 3 phenotypic characters (heading date, stem plus ear length excluding awns, and leaf sheath-to-ear tip distance) also distinguish race
from
and β at P << 0.01 using the Wilcoxon nonparametric test with Bonferroni correction for multiple comparisons (fig. 3). We also found higher levels of haplotype and nucleotide diversity across loci in race
than in race
(table 2). Race
is thus the genetically most diverse of the 3 wild races. It is distinct from
and β, and it is morphologically wild, in line with the view that the natural dispersal range of T.m.b. includes western Turkey (Harlan and Zohary 1966
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Taken together, the AFLP and haplotype data indicate that the wild
, β, and
T.m.b. races are undergoing natural genetic diversification and that the process of genetic isolation has gone nearly to completion in the case T. urartu. The significance of this natural diversification is that it appears to have brought forth the β race upon which einkorn domestication at the origin of agriculture in the Fertile Crescent was built.
Nucleotide diversity,
, varies by orders of magnitude and in a locus-specific manner in the present einkorn data (fig. 4). This is in contrast to the observations in maize (Tenaillon et al. 2004
), which is an outbreeder, but consistent with observations in another selfing species, Arabidopsis thaliana (Schmid et al. 2005
). As seen in MJ networks (fig. 5), for loci with low variability, 1 (VRN1 and BADH, fig. 5K and P) or 2 (ACC1 and CesA, fig. 5C and H) major haplotypes predominate, with a divergent haplotype present in T. urartu. For more variable loci, such as pinB, haplotypes differing by 10–20 nt differences or more are distributed across all races, with T. urartu remaining distinct (fig. 5I). For RGA2, the most variable locus, haplotypes differing by more than 40 nt differences are dispersed across wild and domesticate einkorn, with T. urartu remaining nearly monomorphic (fig. 5R). Taken together, the haplotype data indicate that these inbreeding wild einkorn races have sequestered haplotype diversity present in their common ancestor that this diversity has been vertically preserved in the modern forms and that a severe population bottleneck (of irrelevant nature in the present context) has eliminated allelic diversity in the wild outgroup T. urartu. In T. urartu, genetic diversity is primarily determined by the fixation of newly arisen mutations at ancestrally monomorphic alleles. By contrast, the
, β, and
einkorn races are distinct by virtue of unique haplotype combinations.
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The Wild Sister of Domesticate Einkorn
The relationship between T.m.b. race β and domesticate einkorn is important for understanding einkorn domestication. In principle, there are 3 possibilities among which to discriminate: a sister-group relationship, a β-progenitor/T.m.m.-descendant relationship, and a T.m.m.-progenitor/β-descendant relationship (in which case β could potentially constitute a feral form). In the AFLP and multilocus genotype networks, T.m.m. clusters are adjacent to but not within wild race β (fig. 2). This suggests a sister-group relationship, consistent with the finding that 5 haplotypes are specific to domesticate einkorn, whereas no haplotypes are uniquely shared by race β and T.m.m. (table 1). In a β-progenitor/T.m.m.-descendant relationship, T.m.m. should cluster within race β, both in AFLP analysis and at the level of haplotypes; were race β a feral form of domesticate einkorn, then the former should cluster within the latter, as is observed in the case of the known feral form, T.m.ae. (fig. 2). But neither of those patterns is observed. Furthermore, despite extensive sampling of wild habitats, race β was so far found only in the KK and KT mountain ranges (fig. 1), a region within or at the border of the core area defined by Lev-Yadun et al. (2000)
No Reduction of Genetic Diversity in Domesticate Einkorn
Previous studies of crop domestication among various species have reported evidence for reduction of genetic diversity attributed to domestication (domestication bottlenecks) (Buckler et al. 2001
; Wright et al. 2005
; Doebley et al. 2006
). Although we do observe a bottleneck effect in the wild T. urartu outgroup, we find no reduction of genetic diversity in domesticate einkorn. On the contrary, nucleotide diversity within T.m.m. is greater than within its wild sister, race β. Across the 17 nuclear loci present in nearly all lines sampled—excluding Lr10, which is an empty locus in 296 lines (Isidore et al. 2005
)—silent-site nucleotide diversity,
, varies in a locus-dependent, rather than in a race- or lineage-dependent manner (fig. 4). Using the Friedman nonparametric test (Friedman 1937
) for comparison of medians while accounting for locus-dependency, the distributions of
for wild races and domesticate einkorn are not different (P = 0.129). There is thus no significant reduction of polymorphism in domesticated einkorn in comparison to its wild relatives, including race β. The same is reflected at the level of haplotype diversity detected (table 2). Nucleotide diversity across loci (
tot) also uncovers no reduction of diversity, because
tot in domesticate einkorn is higher than that in race β (table 2), but
tot primarily reflects
at the most polymorphic loci only.
We calculated the loss of diversity, L
= 1 – (
domest/
wild) (Tenaillon et al. 2004
), at individual loci for domesticate versus wild einkorn accessions (and T. urartu for comparison); the results (table 3) show the lack of diversity loss in domesticate einkorn. In the comparison of T.m.m. to T.m.b. race β,
underwent no reduction during domestication. Rather, it is higher in T.m.m. than in the wild sister at 10 of the 18 loci sampled (indicated by negative values of L
in table 3). At only 2 loci (PGK1 and VRN1) is a reduction of
in T.m.m. observed in comparison to all 3 wild races but in both cases owing to a monomorphic T.m.m. locus. By comparison, 4, 2, and 6 loci are monomorphic among the
,
, and β races, respectively. In 31/54 comparisons of T.m.b. races to T.m.m., either no loss of diversity or an increase in T.m.m. is observed.
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Had we mistakenly grouped the
, β, and
races together as a single uniform T.m.b. "boe" gene pool for the calculation of diversity loss, we might have gained the impression that a loss of diversity had occurred at some loci during domestication (table 3). But through sampling hundreds, rather than dozens, of wild lines, the data reveal that einkorn domestication did not involve random sampling of wild diversity, rather it entailed a specific and naturally preexisting race instead. Table 4 summarizes several previous studies of plant domestication where evidence for domestication bottlenecks was reported, but in most cases, comparatively few wild lines were investigated, with rice (Londo et al. 2006
and the narrow geographical distribution of race β.
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In einkorn, we observe low diversity in some loci relative to others, but that reduction is found both in the wild races and in domesticated forms. The data for 452 lines uncover no loci that are significantly more polymorphic in wild than in domesticate lines. Because the monomorphic loci of domesticates are often monomorphic in the wild lines as well (fig. 4; table 3), there is no observed reduction of diversity at any locus that could readily be attributed to the domestication process. The only evidence that we see for a loss of diversity in the present data is in the outgroup, T. urartu (fig. 4; table 3).
It remains possible that selection underlies some differences in polymorphisms that we observe across loci, but if so, then the same selection is operating in both wild and domesticate populations and can thus hardly be ascribed to domestication, even for loci such as Lr10 or Q that are known to be important for modern breeding (Salamini et al. 2002
; Isidore et al. 2005
). We clearly see evidence for recombination in the present data because we find a low frequency of heterozygous loci among otherwise homozygous individuals. With the exception of the feral form T.m.ae., we did not observe any obvious hybrids of wild and domesticate einkorn, although wild and domesticate einkorn are interfertile (Zohary and Hopf 2000
), and the existence of some introgression cannot be excluded, for example, in the case of the otherwise race
-specific pinB locus in domesticate accession number 314 (see legend to fig. 2).
The present findings appear to be unique among haplotype-based investigations of crop domestication genetics to date in 2 respects. First, a natural race, T.m.b. β, has been identified both by haplotype and by AFLP data that is genetically more similar to the domesticate form than other naturally existing races of the wild species are. Second, einkorn is one of the few domesticate crop species investigated to date that escaped breeding bottlenecks during the green revolution. Notably, there are other examples known of domesticate plants for which no reduction in genetic diversity in the comparison of wild and domesticate forms was found, including chicory (Van Cutsem et al. 2003
), bell pepper (Hernandez-Verdugo et al. 2001
), and pepino (Blanca et al. 2007
). Inferences about domestication bottlenecks from investigation of intensely bred domesticate germplasm (Salamini et al. 2004
; Ozkan et al. 2005
; Willcox, 2005
; Abbo et al. 2006
; Doebley et al. 2006
; Zhu et al. 2007
) are best considered in this light, prompting the following brief reconsideration of current views on einkorn domestication in the Fertile Crescent, based upon archaeological and genetic data.
A Dispersed-Specific Model of Einkorn Domestication
Over the last decade, a consensus has been reached on the existence of a core area of agricultural development in southeastern Turkey (Nesbitt and Samuel 1996
; Lev-Yadun et al. 2000
; Bar-Yosef 2002
; Schmidt 2006; Lichter 2007
), where the closest wild relatives of einkorn, emmer, barley, rye, chickpea, and lentil still grow (Ladizinsky 1985
; Salamini et al. 2002
; Ozkan et al. 2005
; Abbo et al. 2006
). Similar wild populations were necessarily the starting material at the origin of agriculture in the Fertile Crescent. Detailed archaeological reports by Hillman (2000)
and Willcox (2005)
and the newer report of Weiss et al. (2006)
describe how the predomestication cultivation of (wild) cereals lasted even for centuries in the region and how it was followed by gradual (Kislev 2002
) and multiple (Gebel 2004
) appearance of domesticate phenotypes. The genetic and cultural mechanisms underlying the origin of those phenotypes are the issue (Diamond and Belwood 2003
).
If geographically distinct domestication events each entailed random sampling from local genotypes, domesticate lines should trace to different localities across the range of the wild progenitor (Jones 2004
). This is not observed for einkorn: race β is the sister to domesticate einkorn, but there is no evident reduction of genetic variation. This can be accommodated by a domestication model that we designate as dispersed specific (fig. 6). In essence, this would entail scenario in which a sedentary Natufian society (Bar-Yosef 2002
) first harvested, then cultivated the wild β race of T.m.b. in the core area, but in a later phase of agricultural expansion, the β race was transferred to other locations, possibly in a process of nascent domestication. Transport could have involved migrating farmers (Nadel 2002
; Renfrew 2002
) or exchange of seeds against other goods as not all soils of the Fertile Crescent were adapted to cereal cultivation (Willcox 2005
). Given the evidence that wild cereal seeds were harvested at the Ohalo camp (in the Palestine corridor) 21,000 years ago (Nadel 2002
), it follows that cereal seeds, particularly hulled forms (Nesbitt and Samuel 1996
), were produced and moved across the Fertile Crescent (Willcox 2005
). Weedy cereals grown on cultivated fields increased at Abu Hureyra starting about 11,200 years ago (Hillman 2000
). Gradually, in several areas, variants of the β race emerged with common domesticated traits.
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Across cereal species, domestication was unquestionably a convergent genetic event: the same genes for the same traits underlie domestication in different crops (Salamini et al. 2002
This hypothesis accounts for our molecular data and accommodates the results of archaeological excavations: tools for grinding seeds are present in the majority of Fertile Crescent sites well before the large seed remains of domesticated einkorn wheat (Bar-Yosef 2002
), supporting the view that humans in the region were familiar with the harvest of wild seeds both in natural habitats and in cultivated fields, as also new archaeological data underscore (Weiss et al. 2006
; Lichter 2007
).
Although the einkorn β race is so far only found in the KK and KT mountains, it might have been more widely dispersed throughout the Fertile Crescent and southeast Turkey 12,000 years ago, such that KK and KT harbor only relic populations. Although still consistent with our dispersed-specific model, that would allow the possibility that only domestication technology, not race β seeds, was exported from the core area. Finally, it has been proposed that harvesting wild seeds with a basket (Harlan 1989
) accumulates disarticulating wild spikelets, whereas mutant plants with stiff rachis will not be harvested, such that their mutant frequency will increase in a given field with time (Hillman and Davies 1990
). Unintentional selection, accompanied by repeated sowings of wild material, might have thus increased rachis stiffness and seed size, thereby completing the domestication process for einkorn.
| Supplementary Material |
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Supplementary tables S1–S5 are available at Molecular Biology and Evolution online (http://www.mbe.oxfordjournals.org). Sequence data from this article are deposited in GenBank Data library under accession numbers provided in supplementary table S5 (Supplementary Material online).
| Acknowledgements |
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We thank Sigi Effgen, Charlotte Bulich, Isabell Fuchs, Jutta Schütze for excellent technical assistance, Nahal Ahamadinejad for a program to calculate Dice distances from binary data, Manfred Heun, Klaus Schmidt, Andrea Brandolini, László Holly, Brandon Gaut for discussions, and Maarten Koornneef for laboratory facilities. This work was supported by grants from the Bundesministerium für Bildung und Forschung Ontoverse Project to J.K. and grants from the Deutsche Forschungsgemeinschaft to B.K.
| Footnotes |
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Arndt von Haeseler, Associate Editor
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