Koryu Kin1, Zhi-Hui Chen2, Gillian Forbes2, Pauline Schaap3. 1. University of Dundee, School of Life Sciences, Dow Street, Dundee DD1 5EH, UK; Institut de Biologia Evolutiva (CSIC-Universitat Pompeu Fabra), Passeig Marítim de la Barceloneta 37-49, 08003 Barcelona, Spain. 2. University of Dundee, School of Life Sciences, Dow Street, Dundee DD1 5EH, UK. 3. University of Dundee, School of Life Sciences, Dow Street, Dundee DD1 5EH, UK. Electronic address: p.schaap@dundee.ac.uk.
Abstract
The evolution of novel cell types has been proposed to result from duplication of gene regulatory networks, but proven examples are rare. In addition to stalk cells and spores that make up the fruiting bodies of three major groups of Dictyostelia, those in group 4 additionally evolved basal disc and cup cells that respectively anchor the stalk to the substratum and the spore mass to the stalk. We noted a putative group-4-specific duplication of a cudA-like transcription factor (TF) in a comparative analysis of group-representative genomes. Using increased taxon sampling, we here confirmed that this TF, cdl1, duplicated into cdl1a and cdl1b in the common ancestor to group 4. cdl1a, but not cdl1b, showed signatures of positive selection, indicative of functional innovation. Deletion of cdl1a in Dictyostelium discoideum resulted in fruiting bodies with sagging spore heads that lacked the supporting cup cells and expression of cup-specific genes. Deletion of cdl1b resulted in thinner fruiting body stalks, while a cdl1b-cdl1a- double knockout showed more severe stalk defects, suggesting an ancestral role of cdl1 in stalk formation. This was confirmed in a closely related non-group 4 species, Polysphondylium violaceum, where cdl1 knockout caused defective stalk formation. These data indicate that the group-specific duplication of cdl1 and subsequent diversification of cdl1a played a pivotal role in the evolution of a novel somatic cell type in group 4 Dictyostelia.
The evolution of novel cell types has been proposed to result from duplication of gene regulatory networks, but proven examples are rare. In addition to stalk cells and spores that make up the fruiting bodies of three major groups of Dictyostelia, those in group 4 additionally evolved basal disc and cup cells that respectively anchor the stalk to the substratum and the spore mass to the stalk. We noted a putative group-4-specific duplication of a cudA-like transcription factor (TF) in a comparative analysis of group-representative genomes. Using increased taxon sampling, we here confirmed that this TF, cdl1, duplicated into cdl1a and cdl1b in the common ancestor to group 4. cdl1a, but not cdl1b, showed signatures of positive selection, indicative of functional innovation. Deletion of cdl1a in Dictyostelium discoideum resulted in fruiting bodies with sagging spore heads that lacked the supporting cup cells and expression of cup-specific genes. Deletion of cdl1b resulted in thinner fruiting body stalks, while a cdl1b-cdl1a- double knockout showed more severe stalk defects, suggesting an ancestral role of cdl1 in stalk formation. This was confirmed in a closely related non-group 4 species, Polysphondylium violaceum, where cdl1 knockout caused defective stalk formation. These data indicate that the group-specific duplication of cdl1 and subsequent diversification of cdl1a played a pivotal role in the evolution of a novel somatic cell type in group 4 Dictyostelia.
Multicellularity allowed cells to specialize and perform different functions within a single organism, giving rise to two fundamental cell types, gametes and somatic cells. In several multicellular lineages, a wide range of different somatic cells evolved that act in concert to generate complex forms. How different cell types evolved is an active area of research,1, 2, 3 with new technologies, such as single-cell RNA sequencing (RNA-seq) facilitating the quest for homologous cell types in evolution., However, many of these studies are phenomenological, and there are few studies that demonstrate specific molecular mechanisms that gave rise to novel cell types (but see, e.g., Erkenbrack et al. that showed the importance of stress response for the evolution of new cell types).A candidate mechanism for the evolution of new cell types is through gene duplication. Gene duplication is a key driver of organismal complexity,7, 8, 9, 10 and in the context of cell type evolution, it has been proposed that duplication of a gene regulatory network can lead to duplication and diversification of a cell type.,11, 12, 13 However, causal evidence that links duplication of specific genes to the evolution of a novel cell type is still lacking. We here explore this issue in the dictyostelid social amoebas and report a case of gene duplication contributing to the evolution of a new cell type.Dictyostelia are a group of protists in the supergroup Amoebozoa that can be subdivided into four major and some minor groups based on molecular data., The four major phylogenetic groups were simply called groups 1–4, with group 4 including the model species Dictyostelium discoideum. All Dictyostelia switch between free living and multicellular forms, depending on food availability. When starved, the free-living amoebas secrete chemoattractant and form multicellular aggregates that undergo morphogenesis into fruiting bodies. In most species, the fruiting bodies consist of two encapsulated cell types, the viable compact spores and the vacuolated dead stalk cells. However, in major group 4, a novel cell type, the cup cell, evolved.,Cup cells are amoeboid cells localized in the upper and lower part of the spore mass., They are mainly derived from precursor cells called anterior-like cells (ALCs) and a subpopulation of prestalk cells., Their documented function is the elevation of spore mass: when cup cells are surgically removed, the spore mass fails to reach the top of the stalk. A recent RNA-seq study revealed that many genes became expressed in cup cells after the spore masses were already fully elevated, suggesting additional roles for cup cells.The molecular pathways that trigger cup cell differentiation are unknown. To identify genes involved in this process, we looked for a cup-cell-specific transcription factor (TF), which is also a product of group-4-specific gene duplication. We found a possible case in the cudA-like TF family. CudA-like (cdl) proteins are TFs that are only found in Amoebozoa. Members of this family have developmental roles in D. discoideum, with cudA regulating both prespore and stalk cell differentiation and spaA being essential for spore differentiation.By increasing taxon sampling for molecular phylogenetics, we established that cdl1 genes duplicated in the common ancestor to group 4, producing two copies, cdl1a and cdl1b. We found an episode of positive selection on the stem lineage of the cdl1a genes and revealed by gene knockout that cdl1a is essential for cup cell differentiation. Combined with the analyses of the knockout phenotypes of cdl1b as well as those of the double cdl1bcdl1a knockout, we characterized the diverging functions of the duplicated genes and established the function of the ancestral cdl1 gene in Polysphondylium violaceum, a sister species to group 4.
Results
Molecular phylogenetics reveals a cdl1 gene duplication in group 4 Dictyostelia
To identify TFs that duplicated in group 4 Dictyostelia, we screened phylogenies in a previous evolutionary comparative study of dictyostelid TF families for clades that contain only a single TF gene from non-group 4 dictyostelid species but two or more genes in group 4 species. We found four possible duplications (or multiplications) in cudA-like, myb, Jumonji C, and homeo domain TFs. Among them, the cudA-like gene was the best candidate in the sense that the phylogenetic tree was well resolved and that one of the cudA-like duplicates was specifically expressed in cup cells, an evolutionary novelty of group 4 (Table S1).The previous study included only two group 4 species (D. discoideum and D. purpureum) and one species each from the other major groups. Importantly, it did not include P. violaceum, the closest outgroup species to group 4. We therefore reconstructed a more comprehensive phylogeny of cudA-like genes, using recently sequenced genomes (Figure 1A). As noted before,
cudA-like genes were only found in Amoebozoa and are subdivided into five ortholog groups. Two genes, cudA and spaA, have essential roles in stalk and spore differentiation in D. discoideum, respectively., We designated the uncharacterized genes as cdl for cudA-like. All five genes are found in most of the dictyostelid genomes, except for cdl1 and spaA in P. multicystogenum and cdl2 in D. caveatum. Their absence may be due to lineage-specific loss or poor quality of these draft genomes. The non-dictyostelid Physarum polycephalum possesses all cudA-like genes except spaA, while the phylogenetic affinities of the Entamoeba and Acanthamoeba cudA-like genes to the five groups are less clear.
Figure 1
CudA-like phylogeny and cdl1 selection signatures
(A) CudA-like phylogeny. Homologs of the five cudA-like genes (cdl1, cdl2, cdl3, cudA, and spaA) recognized in D. discoideum were identified from the genomes of twelve Dictyostelia and three non-dictyostelid Amoebozoa. A maximum likelihood (ML) tree was inferred from a protein sequence alignment using IQ tree with a “LG+F+R5” model. Color-coded bootstrap support values (BP) are shown on each node. Gene names are color coded according to the species of origin as in the reference Amoebozoa phylogeny shown in the inset. Sequences from dictyostelid species are denoted with the prefixes corresponding to the first three letters of species names (Pvio for P. violaceum, Dros for D. rosarium, etc.), except for “DDB_” genes from D. discoideum and “PPL_” genes from P. pallidum. The putative gene duplication event is indicated by an arrow.
(B) cdl1 DNA phylogeny. An ML tree was inferred from a codon-guided alignment of the nucleotide sequences of group 3 and 4 cdl1 genes. The stem branch of cdl1a genes is shown in red. Omega (ω = dN/dS) values for negatively (ω0), neutrally (ω1), and positively (ω2) selected sites were estimated with codeml or aBSREL and are shown in red and green font, respectively, with the proportions of sites in each ω rate category shown in parentheses. Because aBSREL found only two rates of ω, the proportion of neutral sites (ω1) is not shown.
(C) Sites under selection. Top: schematic of the secondary structure of Cdl1A is shown, as predicted with JPred 4, with α helices and β sheets shown as red and green rectangles, respectively. Asterisks indicate putative DNA binding sites previously identified in CudA, which are also conserved in Cdl1A. The sites found in codeml to be under positive selection (NEB > 0.95) are shown with vertical lines and text indicating their position. The two sites with BEB > 0.95 are shown in bold text. Bottom: the sequence logos of the selected sites are shown for cdl1 and cdl1b genes (9 sequences) and cdl1a genes (6 sequences) to highlight amino acid changes with potential functional implications. See Data S2 for the amino acid and nucleotide alignments.
CudA-like phylogeny and cdl1 selection signatures(A) CudA-like phylogeny. Homologs of the five cudA-like genes (cdl1, cdl2, cdl3, cudA, and spaA) recognized in D. discoideum were identified from the genomes of twelve Dictyostelia and three non-dictyostelid Amoebozoa. A maximum likelihood (ML) tree was inferred from a protein sequence alignment using IQ tree with a “LG+F+R5” model. Color-coded bootstrap support values (BP) are shown on each node. Gene names are color coded according to the species of origin as in the reference Amoebozoa phylogeny shown in the inset. Sequences from dictyostelid species are denoted with the prefixes corresponding to the first three letters of species names (Pvio for P. violaceum, Dros for D. rosarium, etc.), except for “DDB_” genes from D. discoideum and “PPL_” genes from P. pallidum. The putative gene duplication event is indicated by an arrow.(B) cdl1 DNA phylogeny. An ML tree was inferred from a codon-guided alignment of the nucleotide sequences of group 3 and 4 cdl1 genes. The stem branch of cdl1a genes is shown in red. Omega (ω = dN/dS) values for negatively (ω0), neutrally (ω1), and positively (ω2) selected sites were estimated with codeml or aBSREL and are shown in red and green font, respectively, with the proportions of sites in each ω rate category shown in parentheses. Because aBSREL found only two rates of ω, the proportion of neutral sites (ω1) is not shown.(C) Sites under selection. Top: schematic of the secondary structure of Cdl1A is shown, as predicted with JPred 4, with α helices and β sheets shown as red and green rectangles, respectively. Asterisks indicate putative DNA binding sites previously identified in CudA, which are also conserved in Cdl1A. The sites found in codeml to be under positive selection (NEB > 0.95) are shown with vertical lines and text indicating their position. The two sites with BEB > 0.95 are shown in bold text. Bottom: the sequence logos of the selected sites are shown for cdl1 and cdl1b genes (9 sequences) and cdl1a genes (6 sequences) to highlight amino acid changes with potential functional implications. See Data S2 for the amino acid and nucleotide alignments.The new phylogeny corroborates duplication of a gene named cdl1 into the paralogs, cdl1a and cdl1b, which are present in all six examined group 4 species. Only the single cdl1 gene exists in non-group 4 species, including the closest outgroup P. violaceum. This phylogenetic distribution suggests that the duplication of cdl1 occurred in the stem lineage of group 4. Interestingly, cdl1/cdl1a was found in close genomic proximity to cdl3 in all group 4 and group 3 species (Table 1), but not in group 1 or 2 species. In groups 3 and 4, cdl1/cdl1a and cdl3 show the same orientation, with cdl1/cdl1a usually 3 to 4 kb upstream of cdl3 but sometimes less than 0.3 kb. This indicates that the genomic linkage of cdl1 and cdl3 evolved after the split of groups 1 and 2 from groups 3 and 4. The linkage of cdl1 or cdl1a with cdl3 further suggests that cdl1b evolved by transposition of the cdl1 gene to a separate genomic location after the split of group 3 and group 4 (in D. discoideum from chromosome 4 to chromosome 1).
Table 1
Genome locations of cdl1/cdl1a genes and cdl3 genes
Species
Contig
Upstream
Distance (bps)
Groups 3 and 4
D. discoideum
Chromosome 4
cdl1a
4,379
D. purpureum
DPU0000507
cdl1a
4,271
D. rosarium
Dr_05690
cdl1a
150
D. citrinum
JH790292
cdl1a
264
D. firmibasis
JH723829
cdl1a
4,669
D. intermedium
JH722772
cdl1a
4,367
P. violaceum
AJWJ01000039
cdl1
3,803
D. caveatum
Dc_12289
cdl1
3,499
D. lacteum
GAOABQK02HUB3S
cdl1
3,150
Groups 1 and 2
P. pallidum
Different
N/A
N/A
P. multicystogenum
N/A
N/A
N/A
D. fasciculatum
Different
N/A
N/A
In groups 3 and 4 dictyostelids, cdl1 or cdl1a and cdl3 are always on the same contig and in the same order (cdl1/cdl1a being upstream) on the genome. cdl1b is in D. discoideum located on chromosome 1.
Genome locations of cdl1/cdl1a genes and cdl3 genesIn groups 3 and 4 dictyostelids, cdl1 or cdl1a and cdl3 are always on the same contig and in the same order (cdl1/cdl1a being upstream) on the genome. cdl1b is in D. discoideum located on chromosome 1.
A signature for positive selection in the cdl1a stem lineage
Duplicated genes can experience various patterns of natural selection and undergo functional divergence. In particular, adaptive evolution is expected to occur when a gene acquires a new function during evolution. To test whether either of the cdl1 duplicates experienced adaptive evolution, we fitted the branch-site model where the nonsynonymous-synonymous substitution rates (ω = dN/dS) can vary across both lineages and sites during evolution. Two different models, M2a (branch-site-positive selection model) in codeml, and adaptive branch-site random effects likelihood (aBSREL) in Hyphy, gave broadly the same results (Figure 1B; Table 2). In both cases, the alternative model with positively selected sites in the stem lineage of cdl1a had significantly higher likelihoods compared to the null model without positively selected sites. In contrast, the alternative model of the stem lineage of cdl1b being positively selected was not supported.
Table 2
Parameters estimated in the selection tests in the cdl1a and cdl1b stem lineage
Model
−2 Δ
p value
Parameters
Proportion
cdl1a
Codeml (M2a)
16.1
6.0 × 10−5
ω0 = 0.2, ω1 = 1, ω2 = 999
p0 = 0.93, p1 = 0.02, p2a = 0.049, p2b = 0.001
aBSREL
15.2
5.0 × 10−3
ω0 = 0.02, ω2 = 342
p0 = 0.948, p2 = 0.052
cdl1b
Codeml (M2a)
0.14
0.7
ω0 = 0.02, ω1 = 1, ω2 = 3.4
p0 = 0.74, p1 = 0.02, p2a = 0.23, p2b = 0.01
aBSREL
0.66
1.0
ω0 = 0.124, ω2 = 101
p0 = 0.976, p2 = 0.024
From left to right: (1) the models used, (2) the differences in log-likelihoods between the null and the alternative models (Δ) multiplied by −2, (3) p values (for aBSREL, adjusted p values corrected for multiple testing are shown), (4) the estimated dN/dS (ω) parameters (ω0 for negatively selected, ω1 for neutral, and ω2 for positively selected sites), and (5) the proportion of sites under each category.
Parameters estimated in the selection tests in the cdl1a and cdl1b stem lineageFrom left to right: (1) the models used, (2) the differences in log-likelihoods between the null and the alternative models (Δ) multiplied by −2, (3) p values (for aBSREL, adjusted p values corrected for multiple testing are shown), (4) the estimated dN/dS (ω) parameters (ω0 for negatively selected, ω1 for neutral, and ω2 for positively selected sites), and (5) the proportion of sites under each category.The codeml analysis identified seven amino acid residues in Cdl1A as sites possibly under positive selection, with naive empirical Bayes (NEB) posterior probability above 0.95. Two of them were also supported with Bayes empirical Bayes (BEB) posterior probability being above 0.95. Although the structure of the Cdl1A protein has not been resolved, many of the positively selected sites were located on or close to predicted α helices or β sheets (Figure 1C). Amino acid residues that are essential for DNA binding in CudA are also conserved in Cdl1A (asterisks in Figure 1C). These sites are distinct from the positively selected sites but are within a 174 AA (amino acid) region that contains 6 out of 7 putative sites.
Cdl1a is essential for cup cell differentiation
To investigate a possible role for Cdl1A, we knocked out the cdl1a gene in D. discoideum (Figure S1A). The cdl1a cells formed normal aggregates and slugs but showed aberrant fruiting body formation (Figure 2). At early culmination, the prespore mass did not properly follow the elevation of the tip (Figure 2A; Video S1), resulting in fruiting bodies with the spore heads stuck at the base or middle of the stalk. Only a small mass of what are likely prestalk cells were carried aloft. Spore and stalk cells otherwise differentiated normally (Figure 2B). The impaired elevation of the spore mass was also observed when cup cells were surgically removed. We therefore examined the presence of cup cells in cdl1a by observing expression of lacZ fused to the promoter of the cup-specific gene beiA.,
[beiA]:lacZ-expressing cells were almost completely absent from cdl1a fruiting bodies, suggesting a lack of cup cells (Figure 2C).
Figure 2
Phenotype of cdl1a knockout mutant
(A) Development. Ddis cdl1a was knocked out by homologous recombination (see Figure S1A for a schematic and PCR diagnosis of the knockout). Wild-type and cdl1a cells were incubated on non-nutrient agar for 24 h and imaged from early culmination (17 h) onward with a dissecting microscope. See Video S1 for culmination of cdl1a fruiting bodies. Scale bar, 1 mm.
(B) Stalk and spores. Mature wild-type and cdl1a fruiting bodies were squashed under a coverslip and imaged with a compound microscope. Scale bars: main image, 100 μm; inset, 50 μm.
(C) Cup gene expression. Wild type and cdl1a, transformed with p[beiA]:lacZ, were developed into fruiting bodies, stained with X-gal, and imaged with a compound microscope. Scale bars, 100 μm. See also Figure S2 for expression of the stalk, cup, and basal disc markers ecmA and ecmB.
(D) RNA-seq. mRNAs of maturing wild-type (WT) and cdl1a fruiting bodies were isolated from three separate experiments and sequenced on the Illumina platform. 170 genes were differentially expressed between WT and cdl1a at FDR < 0.05. The transcript levels of the differentially expressed genes were standardized to percentage of maximum, ordered by hierarchical clustering, and are shown in the blue and red heatmap on the left. The same genes were further annotated with heatmaps of published developmental (yellow-red) and cell-type-specific transcripts (pale yellow-blue and white-green), in the panels to the right. These transcripts were also standardized to percentage of maximum reads or for prespore and prestalk comparisons as percentage of summed reads.
See Data S1 for the full RNA-seq analysis. See also Table S1 and Figures S1 and S2.
Phenotype of cdl1a knockout mutant(A) Development. Ddis cdl1a was knocked out by homologous recombination (see Figure S1A for a schematic and PCR diagnosis of the knockout). Wild-type and cdl1a cells were incubated on non-nutrient agar for 24 h and imaged from early culmination (17 h) onward with a dissecting microscope. See Video S1 for culmination of cdl1a fruiting bodies. Scale bar, 1 mm.(B) Stalk and spores. Mature wild-type and cdl1a fruiting bodies were squashed under a coverslip and imaged with a compound microscope. Scale bars: main image, 100 μm; inset, 50 μm.(C) Cup gene expression. Wild type and cdl1a, transformed with p[beiA]:lacZ, were developed into fruiting bodies, stained with X-gal, and imaged with a compound microscope. Scale bars, 100 μm. See also Figure S2 for expression of the stalk, cup, and basal disc markers ecmA and ecmB.(D) RNA-seq. mRNAs of maturing wild-type (WT) and cdl1a fruiting bodies were isolated from three separate experiments and sequenced on the Illumina platform. 170 genes were differentially expressed between WT and cdl1a at FDR < 0.05. The transcript levels of the differentially expressed genes were standardized to percentage of maximum, ordered by hierarchical clustering, and are shown in the blue and red heatmap on the left. The same genes were further annotated with heatmaps of published developmental (yellow-red) and cell-type-specific transcripts (pale yellow-blue and white-green), in the panels to the right. These transcripts were also standardized to percentage of maximum reads or for prespore and prestalk comparisons as percentage of summed reads.See Data S1 for the full RNA-seq analysis. See also Table S1 and Figures S1 and S2.To obtain a comprehensive overview of genes not expressed in cdl1a, we performed high-throughput sequencing of RNAs isolated from late wild-type and cdl1a fruiting bodies. Compared to wild type, 135 genes were significantly (false discovery rate [FDR] < 0.05) underexpressed in cdl1a and 35 genes were overexpressed (see Data S1 for data analysis and gene annotation). Differentially expressed transcripts, standardized to maximum read counts, for the three replicate experiments are shown in Figure 2D as red-blue heatmaps and are combined with heatmaps of published RNA-seq data for the same genes of purified cell types and developmental time points of wild-type D. discoideum cells., This comparison shows that the top cluster of genes, downregulated in cdl1a, are in wild-type D. discoideum mostly upregulated in late development and enriched in cup cells, with about half of the genes also or alternatively upregulated in stalk cells. This substantiates the evidence that Cdl1A is a transcription factor, required for cup gene expression. There is no obvious preference for prestalk or prespore expression of the genes downregulated in cdl1a. The genes upregulated in cdl1a are generally not expressed in cup cells and tend to be expressed throughout development. Contrary to notions that cup cells are derived from prestalk cells, the upregulated genes in the cupless cdl1a mutant were mostly prestalk specific.We also examined the expression pattern of the prestalk and stalk marker genes ecmA and ecmB, which, apart from being expressed in the stalk and basal disc, are also expressed in cup cells. The ecmA or ecmB expressing cup precursors are in wild type derived from so-called anterior-like cells (ALCs) that are scattered among the posterior prespore cells in the slug and move toward the upper and lower cup positions during culmination. Up to the early culminant stage, the spatial expression patterns of ecmA and ecmB were not markedly different between wild type and cdl1a (Figures S2A and S2B). Thereafter, both genes showed normal expression in the cdl1a prestalk and stalk cells. However, instead of accumulating in the cup region, cells expressing ecmA or ecmB remained intermixed with spores. This suggests that the ecmA and ecmB expressing cup precursors were initially formed but never committed to cup differentiation. After prolonged incubation (>2 days), secondary sorogens often emerged from the sagging spore masses of cdl1a (Figure S2C), which are possibly formed from the uncommitted cup precursors, because all the remaining cells are at this stage encapsulated as spores or stalk cells. Neither ecmA nor ecmB transcripts were significantly differentially expressed between wild-type and cdl1a fruiting bodies, and transcript numbers were actually somewhat higher in cdl1a (Figure S2D), indicating that these genes are not positively regulated by Cdl1A.The strong association between the presence of Cdl1A, the expression of cup-specific genes, and the presence of cup cells indicates that Cdl1A is a transcription factor that activates expression of genes essential for cup differentiation.
Cdl1a is expressed in stalk and cup precursors
To visualize the expression pattern of Cdl1A, the cdl1A gene inclusive of the 3 kb 5′ intergenic sequence was fused to YFP (yellow fluorescent protein) and transformed into cdl1a cells. The p[cdl1a]:cdl1a-YFP construct restored the normal uplift of spores in cdl1a (Figure 3A), confirming that the loss of cup cells in cdl1a was due to the gene knockout. Cdl1A-YFP was initially expressed strongly at the slug tip and in cells scattered throughout the slug. During culmination, expression became more pronounced at the prespore and prestalk boundary and in the lower cup region until it was almost completely confined to the upper and lower cup in mature fruiting bodies (Figure 3B).
Figure 3
cdl1a complementation and cdl1a expression
(A) cdl1a− complementation. The cdl1a gene and its promoter were fused at the C terminus to YFP and transformed into cdl1a cells. The transformed cells and their parent were developed into fruiting bodies and imaged with a dissecting microscope. Scale bars, 0.5 mm.
(B) Cdl1A-YFP expression. The localization of the Cdl1A-YFP protein was visualized by confocal microscopy at the indicated stages, with transilluminated structures shown in the bottom panels. Scale bars, 100 μm.
(C) cdl1 transcripts. Published RNA-seq data of D. discoideum, D. purpureum, and D. lacteum developmental time courses and purified cell types,, were standardized as percentage of summed (prestalk and prespore) or maximum (all others) read counts of a series and displayed as heatmaps.
cdl1a complementation and cdl1a expression(A) cdl1a− complementation. The cdl1a gene and its promoter were fused at the C terminus to YFP and transformed into cdl1a cells. The transformed cells and their parent were developed into fruiting bodies and imaged with a dissecting microscope. Scale bars, 0.5 mm.(B) Cdl1A-YFP expression. The localization of the Cdl1A-YFP protein was visualized by confocal microscopy at the indicated stages, with transilluminated structures shown in the bottom panels. Scale bars, 100 μm.(C) cdl1 transcripts. Published RNA-seq data of D. discoideum, D. purpureum, and D. lacteum developmental time courses and purified cell types,, were standardized as percentage of summed (prestalk and prespore) or maximum (all others) read counts of a series and displayed as heatmaps.The temporal expression pattern and cell type specificity of cdl1a and cdl1b and its ancestor cdl1 were also inferred from published RNA-seq experiments of D. discoideum, D. purpureum, and D. lacteum,,, which show that cdl1a and cdl1b expression is upregulated at 16 h when migrating slugs have formed (Figure 3C). Expression of both genes is highest in the prestalk cells, and while cdl1b expression then remains confined to the stalk cells, cdl1a becomes more strongly expressed in the cup cells. The ancestral cdl1 gene is also upregulated in late development and is specific to stalk cells in D. lacteum. Evidently, the novel role of Cdl1A as cup cell inducer involved elaboration of its ancestral expression pattern in stalk cells.
Deletion of both cdl1a and cdl1b causes defects in stalk morphogenesis
To examine functional redundancy or a divergent role for cdl1b, we deleted first cdl1b and then cdl1b and cdl1a together. The cdl1b mutants developed normally and produced apparently normal fruiting bodies, but their stalks were often thinner, compared to wild type or cdl1a, as is evident by staining with Calcofluor, which reacts with cellulose in the stalk and spore walls and the tube that surrounds the stalk (Figures 4A and 4B). The cdl1bcdl1a strain developed normally until culmination, but then proper stalk formation was impaired, with phenotypes ranging from severe to very severe. In a severe case, stalk-like structures projected upward but with a sagging spore mass like cdl1a (Figures 4Ca–4Cc). The stalky part of this projection contained vacuolized cells staining with Calcofluor, but its shape was irregular. While a cellulosic stalk tube was formed, it appeared to no longer constrain most of the stalk cells (Figure 4Cc). In a very severe case, the structures showed only minimal upward projection and consisted of disorganized stalk cells and a spore mass (Figures 4Cd and 4Ce).
Figure 4
Fruiting body morphology of cdl1b and cdl1bcdl1a
(A) cdl1b− mutant. The cdl1b gene was knocked out by homologous recombination (Figure S1B). cdl1b cells were developed into fruiting bodies and imaged in situ with a dissecting microscope (a) or transferred to a slide glass, stained with the cellulose dye Calcofluor, and imaged with a compound microscope (b: phase contrast; c: fluorescence). Scale bars: Aa, 1 mm; other panels, 100 μm.
(B) cdl1a− mutant. The cdl1a mutant was developed, stained with Calcofluor, and imaged as described above with a compound microscope, showing normal stalk formation at the tip (a residual prestalk cell mass can be seen, but the spore mass is lower down). Scale bar, 100 μm.
(C) cdl1bcdl1a mutant. Cdl1a was deleted in the cdl1b mutant (Figure S1A), and the resulting cdl1bcdl1a cells were developed into fruiting bodies, stained with Calcofluor, and imaged as described above. Severe (a–c) to very severe (d and e) disruptions of terminal fruiting body morphology were observed, but spores (red arrow) and disorganized stalk cells (yellow arrows) were still present. Scale bars: Ca, 1 mm; other panels, 100 μm.
(D) Early stalk formation. The newly formed stalk of the cdl1a, cdl1b−, and cdl1acdl1b mutants was visualized by phase contrast and Calcofluor staining. Scale bars, 100 μm.
(E) Stalk gene induction. Ax2 and cdl1bcdl1a mutant cells were developed to first fingers, dissociated, and incubated without additives (control) or with 100 nM DIF-1 or 3 μM c-di-GMP. After 6 h, RNAs were isolated and used as templates for qRT-PCR, using primers specific to the stalk genes abcG18, staC (DDB_G0271196), and staE (DDB_G0287091) and two constitutively expressed genes (DDB_G0282429 and/or DDB_G0280765). Normalized data are shown as fold induction over the wild-type control and represent means and standard error (SE) of two or three experiments performed in triplicate. Results from informative combinations of variables were tested for significant differences with a t test or rank sum test, with ∗ marking significant (p < 0.05) and n.s. non-significant differences. See also Figure S1.
Fruiting body morphology of cdl1b and cdl1bcdl1a(A) cdl1b− mutant. The cdl1b gene was knocked out by homologous recombination (Figure S1B). cdl1b cells were developed into fruiting bodies and imaged in situ with a dissecting microscope (a) or transferred to a slide glass, stained with the cellulose dye Calcofluor, and imaged with a compound microscope (b: phase contrast; c: fluorescence). Scale bars: Aa, 1 mm; other panels, 100 μm.(B) cdl1a− mutant. The cdl1a mutant was developed, stained with Calcofluor, and imaged as described above with a compound microscope, showing normal stalk formation at the tip (a residual prestalk cell mass can be seen, but the spore mass is lower down). Scale bar, 100 μm.(C) cdl1bcdl1a mutant. Cdl1a was deleted in the cdl1b mutant (Figure S1A), and the resulting cdl1bcdl1a cells were developed into fruiting bodies, stained with Calcofluor, and imaged as described above. Severe (a–c) to very severe (d and e) disruptions of terminal fruiting body morphology were observed, but spores (red arrow) and disorganized stalk cells (yellow arrows) were still present. Scale bars: Ca, 1 mm; other panels, 100 μm.(D) Early stalk formation. The newly formed stalk of the cdl1a, cdl1b−, and cdl1acdl1b mutants was visualized by phase contrast and Calcofluor staining. Scale bars, 100 μm.(E) Stalk gene induction. Ax2 and cdl1bcdl1a mutant cells were developed to first fingers, dissociated, and incubated without additives (control) or with 100 nM DIF-1 or 3 μM c-di-GMP. After 6 h, RNAs were isolated and used as templates for qRT-PCR, using primers specific to the stalk genes abcG18, staC (DDB_G0271196), and staE (DDB_G0287091) and two constitutively expressed genes (DDB_G0282429 and/or DDB_G0280765). Normalized data are shown as fold induction over the wild-type control and represent means and standard error (SE) of two or three experiments performed in triplicate. Results from informative combinations of variables were tested for significant differences with a t test or rank sum test, with ∗ marking significant (p < 0.05) and n.s. non-significant differences. See also Figure S1.The aberrant stalk formation was already evident at the onset of culmination. In cdl1b, the stalk tube is rather thin from the outset, while in cdl1acdl1b, the opening of the stalk tube is very wide, giving it a funnel-like appearance (Figure 4D). Overall, Cdl1B and Cdl1A seem to be required together for proper stalk morphogenesis, rather than stalk cell differentiation. To further test this notion, we quantitatively compared induction of the stalk genes abcG18, staC, and staE by the stalk-inducing signals DIF-1 (differentiation inducing factor 1) and c-di-GMP between wild type and cdl1acdl1b by qRT-PCR (Figure 4E). Effects of DIF-1 were relatively small in both wild type and cdl1acdl1b, but c-di-GMP induced stalk gene expression over 15-fold, with no significant difference being evident between the two strains. While it is still possible that Cdl1A and Cdl1B regulate subsets of stalk genes, a role in overt stalk cell differentiation is less likely.
Polysphondylium violaceum Cdl1 is required for stalk morphogenesis
The gene duplication that generated cdl1a and cdl1b occurred early in the group 4 lineage (Figure 1). To examine the ancestral function of their proto-ortholog cdl1, we knocked out cdl1 in P. violaceum, the closest outgroup species to group 4. The P. violaceum cdl1 cells developed normally up to early culmination, when stalk formation initiates. The cdl1 culminants produced thicker, more rugged stalks than wild type, and the cell masses that were carried aloft tended to have a more bulbous or curvy appearance. The mature cdl1 fruiting bodies were significantly shorter than those of wild type and almost entirely failed to produce the whorls of side branches that typify the Polysphondylia (Figure 5A). When stained with Calcofluor, the cdl1 mutant showed an irregular and sometimes fragmented arrangement of stalk cells in the sorogen (Figure 5B).
Figure 5
Phenotype of P. violaceum cdl1
(A) Development. The P. violaceum cdl1 gene was deleted by homologous recombination (Figure S1C), and cdl1 and wild-type P. violaceum were developed into fruiting bodies on non-nutrient agar. Early culminants (top) and mature fruiting bodies (bottom) were imaged in situ with a dissecting microscope. Scale bars, 0.5 mm.
(B) Stalk formation. Early culminants were also carried over to a slide glass, stained with Calcofluor, and imaged with a compound microscope (left: phase contrast; right: fluorescence). Scale bars, 50 μm. See also Figure S1.
Phenotype of P. violaceum cdl1(A) Development. The P. violaceum cdl1 gene was deleted by homologous recombination (Figure S1C), and cdl1 and wild-type P. violaceum were developed into fruiting bodies on non-nutrient agar. Early culminants (top) and mature fruiting bodies (bottom) were imaged in situ with a dissecting microscope. Scale bars, 0.5 mm.(B) Stalk formation. Early culminants were also carried over to a slide glass, stained with Calcofluor, and imaged with a compound microscope (left: phase contrast; right: fluorescence). Scale bars, 50 μm. See also Figure S1.
Discussion
A group-4-specific gene duplication associated with cup cell emergence
Duplication of genes in gene regulatory networks was proposed as a possible mechanism for the evolution of novel cell types in multicellular organisms. Group 4 Dictyostelia evolved large robust fruiting bodies with new cell types and other innovations that are not present in the other groups., To identify a putative regulatory network that duplicated in group 4, we screened phylogenies of the ∼440 dictyostelid TFs across taxon group representative species for TFs that were duplicated in group 4. The clearest example specific to group 4 was found in the cudA-like (cdl) family. Sampling of cdl homologs from four additional group 4 and three more non-group 4 species corroborated that the cdl1 duplication occurred after the common ancestor to group 4 split from its small sister group, which contains P. violaceum (Figure 1A). The genomic proximity of cdl1 genes to cdl3 allowed us to infer that one copy, cdl1b, was produced by a copy-and-paste type duplication of cdl1 to another chromosome, while the other, cdl1a, can be considered as the “original” copy (Table 1). Cdl1a showed evidence of having experienced positive selection on seven different sites, which could have contributed to the evolution of a derived function of this gene (Figures 1B and 1C).Deletion of D. discoideum cdl1a prevented the differentiation of cup cells in the fruiting body as well as the expression of many cup-specific genes (Figure 2), indicating that Cdl1A plays a decisive role in the induction of cup cell differentiation. Consistent with effects of surgical removal of cup cells, the spore mass of cdl1a failed to elevate to the top of the stalk.
Combinatorial control of stalk morphogenesis by Cdl1A and Cdl1B
Deletion of the cdl1a duplicate cdl1b caused more subtle effects; fruiting bodies were formed normally but appeared to have thinner stalks. When both cdl1a and cdl1b were knocked out, the stalk defects were more severe. The cellulose stalk tube was formed but showed abnormalities, and the arrangement of the stalk cells inside the tube was disorganized. Stalk genes were still induced by the stalk-inducing factor c-di-GMP, so the cdl1a and cdl1b lesions appeared to affect stalk morphogenesis more than stalk cell differentiation (Figure 4). While cdl1a cells do not show obvious stalk defects, cdl1a is expressed at the slug tip in addition to the cup cells (Figure 3B). A synergistic role with cdl1b in stalk formation is therefore not unexpected and suggests that the ancestral cdl1 gene was involved in stalk morphogenesis. Consistent with this hypothesis, knockout of cdl1 in an outgroup species, P. violaceum, also caused defects in stalk morphogenesis. The newly formed stalk tube in the P. violaceum cdl1 mutant appeared to be fragmented. Stalk cells still differentiated but were more disordered, resulting in short, rugged stalks (Figure 5). This indicates that the ancestral function of cdl1 in the Dictyostelia was to form proper stalks. During the evolution of group 4, this gene duplicated and one of the duplicated genes, cdl1a, became additionally involved in inducing the novel cup cells of this group.While a role for gene duplication in the evolution of novel cell types has been repeatedly pointed out,,11, 12, 13 no empirical examples are known, apart from a few studies in fungi that relate gene duplication to evolution of new gene regulatory networks, albeit not cell type.36, 37, 38 Our study is one of the first examples where gene duplication of a transcription factor and the evolution of a new cell type are causally linked, although many questions remain. How did the duplicated gene evolve to acquire its novel function? What are the upstream TFs and signaling molecules that regulate the cdl1 genes? How are the regulatory programs different between the pre-duplication gene cdl1 and the post-duplication gene, cdl1a? Answering these questions in future will provide better mechanistic insights in the evolution of novel cell types.
STAR★Methods
Key resources table
Resource availability
Lead contact
Further information and requests for resources and reagents should be directed to and will be fulfilled by the lead contact, Pauline Schaap (p.schaap@dundee.ac.uk).
Materials availability
All plasmid constructs and knock-out cell lines have been deposited in the Dicty Stock Centre (http://dictybase.org/StockCenter/StockCenter.html). The assigned IDs are listed in the Key resources table.
Experimental model and subject details
Dictyostelium discoideum, strain AX2, was grown at 22°C in HL5 axenic medium (Formedium, CAT# HLG0101) and Polysphondylium violaceum, strain Qsvi11 strain was grown at 22°C in association with Klebsiella aerogenes on 1/5th SM agar (Formedium, Cat#SMA50101). Mating type of cells is either not known or not relevant in this study of asexual development.
Method details
Phylogenetics and detection of positive selection
The previously identified CudA-like genes were supplemented with genes identified by tblastn in draft genome assemblies of Dictyostelium citrinum (GCA_000286055.1), Dictyostelium intermedium (GCA_000277465.1), Dictyostelium firmibasis (GCA_000277485.1), Dictyostelium rosarium (GCA_013375675.1), Dictyostelium caveatum (GCA_003667305.1), Polysphondylium violaceum (GCA_000277445.1), Polysphondylium multicystogenum (GCA_003667245.1), Acanthamoeba castellanii (GCA_000313135.1) and Entamoeba histolytica (GCA_000208925.2), which were retrieved from GenBank (https://www.ncbi.nlm.nih.gov/genbank/). Sequences of Physarum polycephalum were downloaded from the Physarum polycephalum Genome Resource website (https://www.regulationsbiologie.ovgu.de/Downloads/Physarum+polycephalum+Genome+Resource.html). The amino acid sequences of the collected genes were aligned with the “E-INS-i” option of MAFFT (ver. 7.429) and poorly aligned sections were removed manually. The final alignment was then used for maximum likelihood (ML) phylogenetic reconstruction with IQ-tree under the model “LG+F+R5,” which was selected with ModelFinder. One hundred bootstrap replicates were generated to provide support values to the ML tree.Signature of positive selection was explored using both codeml in PAML and aBSREL in Hyphy., Codon-based alignments for group 3 and 4 Dictyostelid cdl1 genes were computed and unreliable sites were removed using Guidance 2 with the Prank alignment algorithm using default settings.52, 53, 54 All the sites that contain gaps were also removed. The final codon-based alignment of 15 DNA sequences with 753 nucleotides (251 codons) was used to reconstruct a ML tree of cdl1 genes with IQ-tree under the model “GTR+F+R3” selected with ModelFinder. This tree was used as an input tree for codeml and aBSREL. In codeml, a branch-site model (model = 2, NSsites = 2 in the control file) with the codon frequency F3X4 (individual nucleotide frequencies for three codon positions) was used for computing the likelihood of the data under the M2a model and the null model with ω2 = 1 fixed. The log-likelihood ratios (Δ) of the alternative and null models were calculated and the p values were estimated by the right-tail probability of the test statistic −2 Δ under the χ2 (d.f. = 1) distribution. The aBSREL was run with default settings by providing the codon-based alignment and an input tree to the program. The secondary structure of the Cdl1A protein was predicted with JPred4. Sequence logos of the cdl protein alignments were generated with WebLogo. The full and trimmed alignments produced in the study are available in Data S2.
Induction and imaging of development
To induce development, D. discoideum or P. violaceum cells were harvested from growth medium or Klebsiella lawns, respectively, washed with 10 mM Na/K-phosphate buffer, pH 6.5 (PB) and incubated on non-nutrient (NN) agar (1.5% agar in 8.8 mM KH2PO4 and 2.7 mM Na2HPO4) at 1∼3 × 106 cells/cm2 at 22°C, or on dialysis membrane supported by NN agar.Developing structures on NN agar plates were imaged using a Leica MZ16 dissection microscope. Video S1 was obtained by placing a small section of agar with an early culminant of cdl1aˉ in mineral oil to prevent drying out, and by acquiring images with the dissection microscope at 1 min intervals for 12 h.
DNA constructs and transformation
To knock out cdl1a (DDB_G0286351) and cdl1b (DDB_G0270306) in D. discoideum and cdl1 (Pvio_g1607, GenBank: KAF2077098) in P. violaceum, two fragments of each gene were amplified from D. discoideum or P. violaceum genomic DNAs and cloned into PLPBLP for D. discoideum cdl1a and cdl1b, and pLoxP-NeoIII for P. violaceum cdl1, using restriction sites that were introduced in the oligonucleotide primers. The primer sequences are listed in Table S2 by the gene name followed by A, B, C or D, with the A/B primer combination used for amplifying the 5′ KO1 fragment and the C/D combination the 3′ KO2 fragment.The knock-out plasmids were linearized and introduced into D. discoideum Ax2 or P. violaceum Qsvi11 by electroporation. Transformed D. discoideum clones were selected by including 10 μg/ml blasticidin in HL5 growth medium. Transformed P. violaceum clones were selected by growth on lawns of G418-resistant Escherichia coli in the presence of 50 μg/ml G418. Genomic DNAs were isolated and tested for gene knock-out by two sets of PCR reactions. D. discoideum cdl1a and cdl1b clones were screened by primer pairs cdl1awf/cdl1awr and cdl1bwf/cdl1bwr for absence and by BsrF1/cdl1aKOr and BsrF1/cdl1bKOr for presence of knock-out, respectively (Figures S1A and S1B). Likewise, P. violaceum clones were screened by primer pairs Pvcdl1wf/Pvcdl1wr and Pvcdl1KOf/NeoR for absence and presence of knock-out, respectively. To construct a cdl1bˉcdl1aˉ double knockout, the Bsr cassette in cdl1bˉ was removed by transformation with pDEX-NLS-cre, and a blasticidin sensitive clone was transformed with the cdl1a knockout construct and selected for cdl1a deletion as above (Figure S1A).To generate a D. discoideum cdl1a expression construct, the 3.08 kb cdl1a 5′ intergenic region was amplified from Ax2 genomic DNA with primer pair cdl1aPRf/cdl1aPRr and the cdl1a coding region with primer pair cdl1aCDSf/cdl1aCDSr (Table S2). The fragments were sequentially inserted into pB17S-EYFP, using the restriction sites that were introduced into the primers. This yielded plasmid p[cdl1a]:cdl1a-YFP, which was introduced into D. discoideum by electroporation. Transformed clones were selected by growth in the presence of 10 μg/ml G418.
Detection of β-galactosidase or YFP in developing structures
Dialysis membranes with developing structures of cells harboring promoter-lacZ gene fusions were transferred to filter paper soaked in 0.5% glutaraldehyde, incubated in a sealed chamber for 3 min, and then submersed in 0.5% glutaraldehyde for 3 min. After washing with Z-buffer (60 mM Na2HPO4, 40 mM NaH2PO4, 10 mM KCl, 1 mM MgSO4, pH 7.0), cells were incubated with X-gal solution (1 mM 5-bromo-4-chloro-3-indolyl β-D-galactopyranoside, 5 mM K3Fe(CN)6 and 5 mM K4Fe(CN)6 in Z-buffer) at 37°C. The incubation period ranged from 10 min to 24 h, depending on the level of LacZ expression, but the corresponding stages of the wild-type and knockout strains were stained for the same length of time. The membranes with stained structures were mounted on slides in 50% glycerol and imaged with a Leica DMLB2 compound microscope.Cells transformed with the p[cdl1a]:cdl1a-YFP plasmid were developed on a thin agar. For imaging of developing structures, a small portion of agar was excised and placed in a drop of silicon oil on a coverslip. Confocal microscopic images were obtained with the Leica TCS SP8 platform (Leica Microsystems), and analyzed with Fiji.
RNa-seq
Wild-type and cdl1aˉ cells were incubated on NN agar until late culminants to mature fruiting bodies had formed, which were dissociated and frozen at −80°C. Total RNA was isolated from three independent experiments and enriched for mRNA using poly-T–linked magnetic beads. Barcoded cDNA libraries were constructed using NEBNext Ultra II Directional RNA Kit for Illumina, following manufacturer’s instructions, and checked for quality using the Agilent TapeStation DNA D1000 HS Kit. The six bar-coded libraries were normalized to 10 nM and combined into one pool, which was sequenced as paired-end 75-bp reads at ∼16 million reads per sample using the Illumina mid-output NextSeq platform (Data S1, sheet 1).
Triplicate RNA samples were isolated from 107 cells, each, using the RNeasy Mini Kit (QIAGEN), and DNA contamination was removed using the Turbo DNA-free Kit (Invitrogen). Reverse transcription was performed on 1 μg of RNA with the SensiFAST cDNA synthesis kit (Bioline, UK). The cDNA samples were combined with the oligonucleotide primers listed in Table S2 and PerfeCTa SYBR Green SuperMix (QuantaBio, USA) and amplified using the LightCycler® 96 System (Roche, Germany). The PCR program consisted of 45 cycles, with 30 s at 95°C, 55°C and 72°C each. Gene expression levels were normalized to the mean expression level of the constitutively expressed genes DDB_G0282429 and/or DDB_G0280765 in the same sample.
Quantification and statistical analysis
Quantification and statistical analyses for RNA-seq
The quality of the sequence reads was checked with FastQC (https://www.bioinformatics.babraham.ac.uk/projects/fastqc/). The reads were aligned to the D. discoideum genome (GenBank assembly: GCA_000004695.1), counted and quantified with RSEM (–bowtie option) using the coding-sequence annotation available on dictyBase (https://dictycr.org/). There were three biological replicates each for cdl1a- and wild-type. The R package DESeq2 was used to identify differentially expressed genes (DEG) at a false discovery rate (FDR) < 0.05. See Data S1 for Mapped read counts and annotation of DEG.
REAGENT or RESOURCE
SOURCE
IDENTIFIER
Chemicals, peptides, and recombinant proteins
Blastcidin
InvivoGen
Cat#ant-bl-1
G418
ThermoFisher
Cat#11811023
HL5 axenic medium
Formedium
Cat#HLG0101
1/5th SM agar
Formedium
Cat#SMA50101
Glutaraldehyde
Sigma
Cat#111-30-8
Bacto-Agar
BD
Cat#214010
X-gal
Sigma
Cat#7240-90-6
DIF-1
Enzo Life Sciences
Cat#BML-GR324-0100
c-di-GMP
Biolog
Cat#C057-01
Calcofluor
Sigma
Cat#910090-20ML
Critical commercial assays
NEBNext Ultra II Directional RNA Kit
New England Biolab
Cat#E7760S
Agilent TapeStation DNA D1000 HS Kit
Agilent
Cat# 5067-5585
RNeasy Mini Kit
QIAGEN
Cat#74104
Turbo DNA-free kit
Invitrogen
Cat#AM1907
SensiFAST™ cDNA synthesis kit
Bioline
Cat#BIO-65053
PerfeCTa SYBR Green SuperMix
QuantaBio
Cat#95053-500
Deposited data
Raw RNA-Seq reads cdl1aˉ and wildtype D. discoideum AX2
This paper
ENA: PRJEB46667
Experimental models: organisms/strains
Dictyostelium discoideum AX2
G. Gerisch, MPI Biochemie, Munich
dictybase: DBS0237914
Polysphondylium violaceum Qsvi11
Kalla et al.39
dictyBase: DBS0350965
Dictyostelium discoideum cdl1aˉ
This paper
dictybase: DBS0351684
Dictyostelium discoideum cdl1bˉ
This paper
dictybase: DBS0351685
Dictyostelium discoideum cdl1aˉ/cdl1bˉ
This paper
dictybase: DBS0351690
Polysphondylium violaceum cdl1ˉ
This paper
dictybase: DBS0351688
Oligonucleotides
Primers for constructing knockout and expression vectors in D. discoideum and P. violaceum, see Table S2