Abstract
The Notch pathway controls proliferation during development and in adulthood, and is frequently affected in many disorders. However, the genetic sensitivity and multi-layered transcriptional properties of the Notch pathway has made its molecular decoding challenging. Here, we address the complexity of Notch signaling with respect to proliferation, using the developing Drosophila CNS as model. We find that a Notch/Su(H)/E(spl)-HLH cascade specifically controls daughter, but not progenitor proliferation. Additionally, we find that different E(spl)-HLH genes are required in different neuroblast lineages. The Notch/Su(H)/E(spl)-HLH cascade alters daughter proliferation by regulating four key cell cycle factors: Cyclin E, String/Cdc25, E2f and Dacapo (mammalian p21CIP1/p27KIP1/p57Kip2). ChIP and DamID analysis of Su(H) and E(spl)-HLH indicates direct transcriptional regulation of the cell cycle genes, and of the Notch pathway itself. These results point to a multi-level signaling model and may help shed light on the dichotomous proliferative role of Notch signaling in many other systems.
Author Summary
Communication between cells is critical for controlling proliferation, and the Notch signal transduction pathway plays a well-established and evolutionary conserved role during these processes. However, in spite of numerous studies of this pathway over the years, the genetic sensitivity of the pathway, combined with complexity in the nuclear response to Notch activation, has often precluded an in-depth molecular understanding of the pathway. In addition, findings in many systems point to both anti- and pro-proliferative roles of Notch signaling. Here, we use a number of novel genetic strains–mutants and misexpression transgenes–and focus on a particular role of the pathway; daughter cell proliferation in the embryonic Drosophila central nervous system. Combined with genome-wide chromatin binding assays, we are able to decode the pathway and identify both the nuclear effectors downstream Notch, as well the key cell cycle genes involved. We find that Notch activity is gated by a process of direct and indirect transcriptional output, which acts to balance the proliferation decision with high fidelity. These findings shed light on the dichotomous nature of Notch signaling with respect to proliferation control and may point to widely used aspects of the pathway.
Introduction
The Notch signal transduction pathway plays a central role during animal development, and is also critical for tissue homeostasis during adulthood [1]. Notch signaling typically acts as a short-range, cell-cell communication system, which can trigger a multitude of cellular responses, including proliferation, differentiation and programmed cell death. The outcome of Notch activation is highly context-dependent, and with respect to e.g., proliferation, Notch can act both as an anti- and pro-proliferative regulator [2].
The dynamic response of the genome to Notch receptor activation is multi-faceted [3, 4]. The immediate response involves a tripartite protein complex consisting of the intracellular domain of Notch (NICD), the DNA-binding factor Su(H) (mammalian RBPJ) and the co-factor Mastermind (mammalian Maml1/3) [5, 6]. In Drosophila, main direct targets of the NICD-Mam-Su(H) activator complex are the genes of the Enhancer-of-split Complex (E(spl)-C); founding members of the HES gene family of bHLH transcriptional repressors [7–9]. A delayed response to Notch activation therefore likely involves the repression of secondary target genes by the E(spl)-HLH factors. During early neurogenesis, these E(spl)-HLH factors act by antagonizing the activity and expression of the proneural bHLH factors [10]. However, the full repertoire of HES/E(spl)-HLH targets remains largely unknown. Additionally, E(spl)-HLH gene activation by NICD-Su(H)-Mam is context-dependent i.e., different E(spl)-HLH genes are activated in response to Notch in different tissues [11]. Therefore, the precise flow of events from receptor cleavage to diverse target gene regulation is often unclear: which specific E(spl)-HLH genes are activated, which other target genes are regulated, and at what level(s)? For instance, while Notch signaling is known to regulate cell cycle genes [12], it is unclear whether this regulation is direct via NICD-Mam-Su(H), or indirect via the E(spl)-HLH factors; chiefly because the genome-wide binding profiles of E(spl)-HLH factors have not been addressed. Finally, whether differences in E(spl)-HLH expression and function contribute to the cell-specific response to Notch receptor activation remains completely unknown, primarily because extensive genetic redundancy has precluded the identification of single-gene mutations and functions for any one of these genes [13–16].
Here, we address the connection between Notch signaling and proliferation control using the Drosophila embryonic CNS as model. The CNS is established by some 1,200 neuroblasts (NBs) that delaminate from the neurogenic ectoderm (Fig 1A) [17–20]. NBs divide asymmetrically to self-renew and produce daughter cells with a more limited proliferation potential [21]. For the majority of NBs, early-born daughter cells divide once, to generate two neurons/glia; denoted Type I proliferation mode [22] (Fig 1B). We recently demonstrated that many, perhaps all, NBs undergo a programmed proliferative switch, to generate daughters that directly differentiate into neurons; Type 0 proliferation mode [23](Fig 1B). This Type I>0 proliferation switch requires critical input from a few key cell cycle genes, including Cyclin E (CycE), string (stg; mammalian cdc25), E2f and dacapo (dap; p21CIP1/p27KIP1/p57Kip2).
In this study, we find that Notch/E(spl)-HLH signaling is globally required to regulate the Type I>0 switch. To dissect the Notch downstream events and the role of the different E(spl)-HLH genes, we utilized TILLING and CRISPR/Cas9 mutagenesis, as well as BAC recombineering, to generate novel individual mutants for all seven E(spl)-HLH genes. Strikingly, in spite of their reported genetic redundancy, we find that, when placed over a genomic deletion removing all seven genes, individual E(spl)-HLH mutations can significantly affect the Type I>0 daughter proliferation switch. Intriguingly, different E(spl)-HLH genes affect the switch in different NB lineages. With respect to cell cycle components, Notch signaling regulates several key cell cycle proteins, including CycE, E2f, Stg and Dap. Moreover, ChIP-seq and DamID-seq demonstrates binding of Su(H), E(spl)m5-HLH and E(spl)m8-HLH to E(spl)-C, CycE, stg, E2f and dap. These results help resolve the Notch pathway with respect to the Type I>0 switch, by identifying the main Notch components, the critical downstream targets, as well as the molecular and genetic interactions involved. We propose an intriguing multi-levelNotch signaling cassette involved in the Type I>0 daughter proliferation switch, where primary-level Notch signaling results in activation of E(spl)-HLH and cell cycle genes, and second-level Notch signaling results in E(spl)-HLH repressing a partly overlapping set of cell cycle genes. This multi-levelmode of Notch signaling may help ensure precise timing and fidelity of the Type I>0 switch, and may shed light upon the sensitivity and dynamics of Notch signaling, as well as its dichotomous nature with respect to proliferation control, in many other systems.
Results
The Notch Pathway Controls the Type I>0 Daughter Cell Proliferation Switch
The embryonic Drosophila CNS can be subdivided into the brain and the ventral nerve cord (VNC); here we focus on the VNC. Each embryonic VNC hemisegment contains ~30 lateral NBs [24, 25], most, if not all of which commence neurogenesis by proliferating in the Type I mode [22]. Subsequently many, perhaps all, switch to the Type 0 mode (Fig 1B)[23]. We previously used two model lineages to study the Type I>0 switch; NB5-6T and NB3-3A, both of which can be uniquely identified by transgenic reporters and a number of markers. NB5-6T undergoes nine rounds of Type I proliferation, followed by five rounds of Type 0 proliferation, while NB3-3A undergoes one Type I round, followed by 11 Type 0 rounds (Figs 1Q and S1G)[23, 26, 27]. The last four Type 0 neurons in NB5-6T are denoted Apterous (Ap) neurons [26] and can be identified by Eyes absent (Eya)[28]. Similarly, the Type 0 neurons in NB3-3A can be identified by Even-skipped (Eve) [19, 26, 29].
The Notch pathway is critical for the Type I>0 switch in NB5-6T [27](S1A–S1F Fig). We find similar effects in NB3-3A (Fig 1F–1J). Early and strong Notch pathway perturbation results in a failure of lateral inhibition, and as an effect thereof the generation of supernumerary NBs [30, 31]. However, kuzbanian (kuz) mutants, presumably due to the maternal expression of kuz, showed extra Ap neurons without extra NB5-6T [27], and we also find extra Eve neurons without extra NB3-3A neuroblasts (Fig 1N and 1O). In line with these findings, we found no change in overall NB numbers in kuze29-4 (Fig 1C–1E). In spite of kuze29-4 being a likely null allele [32], we did not observe a full penetrance of the phenotype i.e., with all Type 0 daughters converting to Type I, again likely due to the maternal expression of kuz. Addressing other Notch signaling components during the Type I>0 switch revealed roles for Su(H), Tom and neuralized (neur), as well as the Delta but not Serrate ligand [27] (S1C–S1F Fig). Hence, canonical Notch signaling is involved in the Type I>0 switch in both NB5-6T and NB3-3A (Figs 1Q and S1G).
Next, we analyzed global proliferation pattern in both the abdominal and thoracic VNC. To this end we stained VNCs with Deadpan (Dpn), Prospero (Pros) and phosphorylated histone H3 (pH3), allowing us to discriminate between dividing NBs (Dpn+ and cortical/asymmetric Pros) and dividing daughters (Dpn-negative and cellular Pros; [23]) (Fig 2A and 2B). We analyzed NB and daughter proliferation at three stages, in thoracic T2-T3 and abdominal A1-A2 segments. We did not find any global NB proliferation effects in kuze29-4 (Fig 2C and 2D and 2G and 2H). In contrast, kuze29-4 showed increase in dividing daughter cells, in both thorax and abdomen, at both St14 and St15 (Fig 2E and 2F and 2G and 2H).
Notch signaling has been shown to be involved in Programmed Cell Death (PCD) in the VNC, specifically of postmitotic cells [33]. This raised the possibility that reduced daughter proliferation observed in Notch pathway mutants may result from reduced PCD of Type I daughters, rather than conversion of Type 0 daughter to Type I. To address this issue, proliferation analysis was also conducted in PCD mutants (Df(3R)ED225), as well as in kuz, ED225 double mutants, in NB3-3A, NB5-6T and globally. We found minimal global proliferation effects in ED225, apparent only in thoracic daughters at St14 and abdominal NBs at St14 and St15 (Fig 2G and 2H). kuze29-4; ED225 double mutants showed increased NB proliferation similar to ED225 single mutants, and increased daughter proliferation similar to kuze29-4 single mutants (Fig 2G and 2H). Similar effect of ED225 was observed also in NB3-3A and NB5-6T (Figs 1H–1J and S1E and S1F). These results are in line with previous published findings on PCD and lineage progression, and demonstrates that Notch signaling does not trigger the Type I>0 switch by merely triggering PCD (see S1H Fig and S1 Fig legend for details and references).
In summary, canonical Notch pathway signaling is globally involved in the Type I>0 daughter proliferation switch in the VNC, but does not control this switch via PCD.
Differential Function of Distinct E(spl) Genes in the Type I>0 Switch
To begin addressing the downstream events involved in the Notch-mediated Type I>0 switch, we focused on the Enhancer-of-split complex (E(spl)) effectors in the Notch pathway. This complex contains seven HES/E(spl)-HLH genes, displaying well-known genetic redundancy [13–16]; to date, no single gene loss-of-function phenotype has been described.
We first analyzed a series of deletions in the regions, and found strong effects on Ap cell numbers (Eya+) in NB5-6T (S2A–S2F Fig). Extra Ap neurons observed in E(spl) complex mutants arose from both failure of NB selection and Type I>0 switch (S2E Fig), with weaker genotypes only affecting the switch and stronger genotypes affecting both the switch and NB selection i.e., lateral inhibition (S2F and S2G Fig). Together, these results point to a role in the VNC for: m7 and/or m8; m3 and/or m5; mδ, mγ and/or mβ; as well as gro.
To resolve the individual roles of the seven E(spl)-HLH genes, TILLING was performed to identify EMS-induced mutations from a genome-wide mutagenesis project. A number of mutations in all seven genes were identified, out of which 15 nonsense and missense mutations, predicted to affect protein function, were chosen for further study (Fig 3A and S1 Table). In addition, we utilized recombineering to generate complete deletions of three genes, as single or double mutants: m3null; m3null,mδnull; and m3null,mβnull (Fig 3B). Finally, mγnull was engineered by CRISPR/Cas9 mediated deletion of the coding region of the gene (Fig 3B). TILLING alleles, as well as the CRISPR/Cas9 mγnull allele, were tested over a deletion for the region (Df(3R)BSC751) which removes all seven E(spl) genes and gro (S2A Fig). The recombineering alleles (m3null, mδnull and mβnull) were deleted in a BAC, inserted on chromosome 2 (51D), and crossed into a Df(3R)gro32.2, P-gro/(E(spl)-CΔmδ-m6 genetic background. We initially focused on NB5-6T, and found increase in Ap cell numbers for four genes; mδ (mδL56Q), m5 (m5C37S, m5K72*, m5Q127*), m7 (m7G86E) and mγ (mγnull) (Fig 3C–3F and 3Q). None of the three null alleles for m3, mδ or mβ showed increase in Ap cell numbers (Fig 3R). The reason mδL56Q showed effect while mδnull did not may be due to that mδL56Q was tested in a gro heterozygous background, whereas mδnull was in a wild type background with respect to gro. The m8V59M mutant did not show any effect (Fig 3Q). Analysis of the NB5-6T lineage revealed that extra Ap neurons resulted from defects in the Type I>0 switch, as evident by pH3+, late-born (Type 0) daughters in the lineage (Fig 3G–3I). Underscoring the redundant nature of the region, homozygous m5 mutants did not show increase in Ap cell numbers (S3A Fig).
To address if E(spl)-HLH gene involvement may vary between NBs, we next analyzed the E(spl)-HLH mutants for effects upon NB3-3A development. Similar to our findings on NB5-6T, the m5, mδ and mγ mutants displayed increase also in Eve cells (Fig 3J–3M and 3S and 3T). However, in contrast to NB5-6T, we did not find effects in m7 mutants in NB3-3A (Fig 3S). Instead, while the m8V59M mutant did not affect NB5-6T, it did show effect on NB3-3A (Fig 3L and 3S). In line with this finding, we observed expression of an m8-GFP reporter in the NB3-3A neuroblast (S3B Fig). Moreover, the recombineering alleles revealed effects for m3null, and as expected for m3null,mδnull (Fig 3T). However, in m3null,mβnull double-mutants Eve cell numbers were not increased beyond that observed in m3null alone (Fig 3T). Together with lack of phenotype in the mβ TILLING alleles, this argues against any role for mβ. Analysis of pH3-positive cells in the NB3-3T lineage revealed that extra Eve neurons resulted from defects in the Type I>0 switch, evident by pH3-positive, late-born (Type 0) daughters in the lineage (Fig 3N–3P).
These studies demonstrate that in spite of redundancy between the E(spl) genes in relation to other Notch functions, with respect to the Type I>0 switch we observe weak but significant effects in single gene mutants for six of the seven E(spl)-HLH genes, revealed when placed over a deficiency removing the entire E(spl) region. Strikingly, we furthermore find evidence for selective utilization of different E(spl) genes in different NBs, with m3 and m8 only acting in NB3-3A and m7 in NB5-6T.
kuz and E(spl)-HLH Interact with the Cell Cycle Genes dacapo and Cyclin E
Next we aimed to identify the downstream targets of Notch/E(spl)-HLH signaling with regards to the Type I>0 switch. While the proneural genes are well-known to be regulated by Notch [34, 35], our studies indicate that they are not the key targets of Notch signaling in the switch (S4A–S4F Fig).
We recently demonstrated that proliferation control in the developing Drosophila VNC requires four key cell cycle factors: Cyclin E (CycE), E2f, String (Stg; mammalian Cdc25) and Dacapo (Dap; mammalian p21CIP1/p27KIP1/p57Kip2); mutation and/or misexpression of these cell cycle genes affects the Type I>0 daughter proliferation switch [23, 36]. These findings prompted us to test for genetic interactions and cross-rescue between Notch and these genes, again using the Ap neurons in NB5-6T (Eya+ cells) and the Eve+ neurons in NB3-3A as readouts for a defective Type I>0 switch. First, we tested for trans-heterozygotic interaction between kuz and dap, and strikingly, noted an increase in both Ap and Eve neurons (Figs 4A–4C and 4H and S5A). We also noted genetic interaction between kuz and E(spl)-C (Fig 4H). Second, we attempted to rescue kuz by transgenic expression of dap, and observed suppression of the number of Ap and Eve neurons (Fig 4D and 4G and 4I and 4J). These genetic interaction and cross-rescue effects were due to specific effects upon the Type I>0 switch, as evident by the alterations in daughter but not NB divisions in the NB5-6T lineage at St13 (Fig 4M–4P). In contrast to kuz/dap and kuz/E(spl)-C interactions, we noted no interaction between dap and a E(spl) complex deletion (Fig 4E and 4F and 4H). Third, we attempted to suppress the increase of Ap neurons in m5 and m7 hemizygous mutants by reducing CycE gene dosage, and indeed observed reduction of supernumerary Ap neurons (Fig 4K and 4L).
We conclude that, with respect to the Type I>0 daughter proliferation switch, there is genetic interaction between the Notch/E(spl)-HLH pathway and the dap and CycE cell cycle genes.
Misexpression of E(spl)m8-HLH Triggers Premature Type I>0 Daughter Proliferation Switch
A number of gain-of-function studies have demonstrated strong effects when expressing the Notch-Intracellular Domain truncation (NICD) [37]. To address the sufficiency of Notch signaling to trigger the Type I>0 switch, we therefore misexpressed NICD using the insc-Gal4 driver, a driver expressed by most if not all NBs from St11 and onwards. We analyzed NB and daughter proliferation in both the thorax and abdomen, at two different stages. In line with the selective role for Notch signaling in controlling daughter but not NB proliferation, we did not observe any effect on NB proliferation at any stage, neither in thorax nor abdomen (S5B Fig). We did however observe significant reduction of daughter proliferation, evident in both thorax and abdomen at St12 (S5B Fig). We thus find that NICD can trigger the Type I>0 switch.
In contrast to the frequent use of the broad Notch pathway activator NICD, fewer studies have demonstrated effects from misexpressing the various E(spl)-HLH genes. We tested a number of available E(spl)-HLH UAS transgenes, but observed little if any effects upon the number of Ap cells in NB5-6T. The E(spl)-HLH genes are controlled by miRNAs [38], and to circumvent this level of regulation, we generated a novel UAS transgene for m8; avoiding both the 5´and 3´UTR, and codon-optimizing the open-reading-frame (S1 Data). A FLAG epitope tag was furthermore added to the N-termini (S5A Fig). Surprisingly, these changes to the RNA sequence did not result in any clear expression when driven from pros-Gal4, as judged by FLAG epitope antibody stain (S5B and S5C Fig). In addition to miRNA control of E(spl)-HLH expression, these genes are however also controlled at the post-translational level e.g., by phospho-degron mediated proteolysis on a Casein Kinase 2 (CK2) site [39–41]. We therefore mutated the CK2 site in m8 (S1 Data; S6A Fig), and observed that the UAS-m8CK2 transgene showed robust FLAG-tag expression in the embryonic CNS (S6D and S6G Fig). Using this transgene, we found that expression of m8CK2 from pros-Gal4 resulted in reduction of daughter proliferation, evident in both the thorax (St12) and abdomen (St12 and St14) (Fig 5A and 5B and 5E and 5F). We also noted effects on NB proliferation, but only in the thorax at St12 (Fig 5E and 5F). In line with these results, analysis of the NB5-6T lineage revealed a reduction in the total number of cells generated in this lineage in pros>m8CK2, from around 17 cells in control to some 13 cells in misexpression (S7A Fig).
We conclude that ectopic E(spl)-HLH expression can trigger a premature Type I>0 switch, without strongly affecting NB proliferation, and that triggering a premature switch logically leads to reduction of cell numbers generated in a lineage.
E(spl)m8 Can Act Combinatorially with the Temporal Gene castor and Hox Gene Antennapedia to Trigger Premature Type I>0 Daughter Proliferation Switch
We recently found that the Type I>0 daughter proliferation switch is under control also of the late temporal gene castor (cas) and the Hox gene Antennapedia (Antp)[23]. Cas is part of the temporal cascade of transcription factors (Hb>Kr>Pdm>Cas>Grh) playing out in most, if not all, NBs [42]. Antp is gradually expressed in NBs over time, and hence also shows a temporal expression profile [23, 43].
Previous studies did not reveal cross-regulation in NBs between cas, Antp or Notch signaling [23, 27]. We therefore addressed if m8 can act combinatorially with cas and Antp. First, looking at pros>cas-Antp co-misexpression, as anticipated from previous studies [23], we noted reduction of daughter proliferation in both thorax and abdomen (Fig 5E and 5F). In contrast to Notch signaling, both cas and Antp are also involved in the control of NB proliferation exit at the end of lineage development [23]. Indeed, pros>cas-Antp co-misexpression resulted in reduction also of NB proliferation, in both thorax and abdomen, at both St12 and St14 (Fig 5E and 5F). Next, we co-misexpressed m8CK2 with cas-Antp, and observed striking combinatorial reduction of daughter proliferation, in both thorax and abdomen, at both St12 and St14 (Fig 5C and 5D and 5E and 5F). Similar to cas-Antp co-misexpression, we also noted reduced NB proliferation in m8CK2-cas-Antp co-misexpression, but this was not significantly increased from that observed in cas-Antp co-misexpression (Fig 5E and 5F).
We conclude that stabilized m8 can act strongly combinatorially with cas and Antp to trigger a premature Type I>0 switch. In addition, misexpression of all three genes can to a lower degree reduce NB proliferation, but does not act combinatorially in this regard.
Notch Signaling Affects Expression of Key Cell Cycle Proteins
To further address the connection between Notch signaling and the cell cycle, we analyzed the expression of the key cell cycle proteins described above. Focusing first on NB5-6T, we found upregulation of CycE and E2f in kuze29-4 mutants, while Dap was down-regulated (Fig 5M and 5N). In the Df(3R)gro32.2, P-gro deficiency, which removes all E(spl) genes, E2f and CycE were strongly up-regulated, while Dap was unaffected. In insc>NICD we found down-regulation of CycE and upregulation of Dap, whereas E2f was unaffected. Both pros>m8CK2 and pros>cas-Antp resulted in CycE and Dap down-regulation, while E2f was unaffected. Triple co-misexpression; pros>m8CK2-cas-Antp, did not differ from m8CK2 alone or cas-Antp co-misexpression (Fig 5M and 5N). In addition to the effects observed after detailed quantification in NB5-6T, several changes were readily observed globally in NBs: down-regulation of CycE in pros>m8CK2-cas-Antp, down-regulation of Dap in pros>m8CK2, and Stg down-regulation in pros>m8CK2 (Figs 5G–5L and S7B). Hence, we find changes in protein expression of all four key cell cycle proteins in Notch/E(spl)-HLH mutants and misexpression embryos.
Genome-Wide DNA-Binding Analysis Reveals Overlapping Targets for Su(H) and E(spl)
Our genetic interaction and protein expression analysis shows that the Notch/E(spl)-HLH pathway regulates four key cell cycle genes. To address the molecular mechanisms underlying this regulation, we performed Chromatin-Immuno-Precipitation (ChIP) on Su(H) and m8CK2, as well as DNA adenine methyltransferase identification (DamID) on m8 and m5, both un-driven and driven by Gal4. Duplicates were conducted for all experimental set-ups, apart from ChIP of m8, which was only conducted once, with similar results.
Previous studies of Su(H) have involved ChIP analysis in cell lines and wing disc cells, and have identified binding to the E(spl) complex, as well as the CycE and stg cell cycle genes [4, 12, 44, 45]. To direct our analysis specifically to the developing CNS, we expressed a FLAG-tagged Su(H) construct (S1 Data), driven by pros-Gal4, and used the FLAG tag to immunoprecipitate Su(H). In both replicates we identified peaks at the E(spl) complex (Fig 6A). Focusing on the key cell cycle genes, we also identified peaks at CycE, dap and stg (Figs 6B and S8A and S8B).
The E(spl)-HLH proteins have not been previously analyzed with respect to chromatin interactions, presumably due to their instability. We performed ChIP on pros>m8-FLAG embryos but, not surprisingly, were unable to obtain sufficient amounts of DNA for sequencing. Hence, we turned to pros> m8CK2-FLAG embryos, and were now able to obtain sufficient amounts of DNA for sequencing. As has been predicted from previous genetics, m8 binds to the E(spl) complex (Fig 6A). In addition, we find peaks on CycE, dap and stg (Figs 6B and S8A and S8B).
To complement the ChIP analysis we turned to DamID, and because of the sensitivity of this assay, performed this technique on embryos only carrying UAS-m8-DamID or UAS-m5-DamID, allowing for the leakiness of the UAS transgene to provide low expression levels [46]. However, given the low stability of the m5 and m8 proteins, we also performed DamID on embryos where each UAS was driven by pros-Gal4. These experiments also revealed binding of both m8 and m5 to the E(spl) complex, as well as to CycE, dap and stg (Figs 6A and 6B and S6A and S6B). Strikingly, Su(H), m5 and m8 peaks overlap with known CNS enhancers, particularly for dap, and to some extent for CycE and stg (Figs 6B and S8A and S8B).
Discussion
Most if not all NBs commence lineage progression by dividing in the Type I mode, but subsequently many switch to Type 0 mode [23, 27, 47]. We find that Notch signaling acts globally in the VNC to trigger this Type I>0 switch, and that critical downstream genes are the E(spl) genes (Fig 7A and 7B). In addition, our recent survey of 21 Drosophila cell cycle genes, combined with an extensive genetic screen, identified critical input from the CycE, stg, E2f and dap genes [23, 36]. Here, we find evidence for direct links between the Notch pathway, E(spl)-HLH and these four cell cycle genes. Several genetic and molecular findings help to resolve these connections: First, we observe genetic interaction between Notch components (kuz and E(spl)-C) and cell cycle genes (CycE and dap; Figs 4 and S5). Second, kuz and E(spl)-HLH mutants show elevated daughter proliferation, while expression of NICD and m8CK2 shows reduced daughter proliferation. Third, with respect to cell cycle protein expression, both the kuz and E(spl)-HLH mutants, as well as NICD and m8CK2 expression, affects both cell cycle activators (CycE, Ef2, Stg) and inhibitors (Dap) (Fig 5). Finally, the ChIP and DamID results suggest that most, if not all of these interactions involve direct transcriptional regulation. Based on these findings, we propose a multi-level model, where Notch signaling (NICD-Mam-Su(H)) first directly activates E(spl)-HLH and dap, and where E(spl)-HLH subsequently directly represses itself, CycE, E2f, stg and dap (Fig 7C).
However, conflicting with this model is the finding that while Su(H) binds to CycE, NICD expression in fact triggers down-regulation of CycE. The explanation for this dichotomy may be that while the NICD-Mam-Su(H) complex presumably activates CycE, the simultaneous activation of E(spl)-HLH proteins, which also bind CycE and are obligate repressors, would nevertheless result in repression of CycE. Another conflicting result is that while m8CK2 represses CycE, Stg and Dap expression, it still reduces daughter proliferation. Presumably, the down-regulation of Dap, which should trigger daughter proliferation [23], is counteracted by the reduction of both CycE and Stg. This somewhat conflicting evidence for both first and second level regulation of both cell cycle drivers and inhibitors is presumably necessary to avoid a complete stop of lineage progression. Specifically, if NICD-Mam-Su(H) exclusively activated Dap and E(spl)-HLH, and E(spl)-HLH in turn exclusively repressed CycE, Stg and E2f, then proliferation would presumably stop completely even at very low levels of Notch activation. Hence, the balanced counterplay between activator and repressor Notch output, upon both cell cycle drivers and inhibitors, allows for a precise daughter proliferation switch, while allowing for lineage progression to continue. This dichotomous nature of the Notch pathway–regulating both activators and suppressors in a pathway–has been previously observed, and was coined “incoherent network logic” [4], and may well be a very common feature of Notch signaling.
Combinatorial Control of the Type I>0 Daughter Proliferation Switch
The Type I proliferation mode is to great extent controlled by the Pros homeodomain transcription factor. Pros is expressed by most, if not all NBs, is cytoplasmically located in NBs, and distributes asymmetrically to the daughter cell where it enters the nucleus [48–50]. Once in the daughter nucleus, Pros acts to repress key cell cycle genes i.e., CycE, stg and E2f [46, 51], thus ensuring that the daughter can only divide one time; Type I. In contrast, Pros does not appear to play a central role for the Type 0 proliferation mode [23, 27]. Instead, the Type I>0 switch is controlled by several cues emerging late in NB lineage progression. In the thorax, these include the temporal gene cas and the Hox gene Antp, both of which are selectively expressed during latter stages of NB lineage development [23, 43]. Additionally, our studies demonstrate that the Notch pathway is also involved in the Type I>0 switch (this study; [27]). Because the Notch pathway is off in early delaminating NBs–a prerequisite for the generation of NBs–but is gradually activated in NBs [27], Notch also acts as a temporally gated cue for the Type I>0 switch. Misexpression of cas and Antp can trigger a premature Type I>0 switch [23], and here, we find that activation of the Notch pathway (NICD or m8CK2) can act similarly. Our previous studies demonstrated that Notch, cas and Antp do not regulate each other [23, 27]. In line with this finding, we find that m8-cas-Antp co-misexpression shows combinatorial effects on the Type I>0 switch.
A fascinating feature of Drosophila embryonic NB lineages is that the Type I>0 switch occurs at different and reproducible stages of lineage development in each NB type e.g., a short Type I window in NB3-3A, but a long Type I window in NB5-6T. Our results indicate that temporal, Hox and Notch input, acting in parallel pathways on partly overlapping but also distinct cell cycle genes, combinatorially contribute to high fidelity and lineage-specific flexibility for the timing of the Type I>0 switch. In doing so, they must somehow integrate with earlier pattering mechanisms to ensure the NB-specific timing of the Type I>0 switch.
DNA-Binding Profiles of Su(H) and E(spl)-HLH Proteins
There is a well-established regulatory connection between Su(H) and the E(spl)-HLH genes. This stems from DNA-binding and enhancer studies, demonstrating Su(H) binding to key regulatory elements in the enhancers of several E(spl)-HLH genes [7, 9]. In addition, several studies, in cell lines and wing disc cells, have demonstrated binding of Su(H) to the E(spl) complex using ChIP [4, 12, 44, 45]. These studies also revealed binding of Su(H) to CycE and stg. In contrast, the direct targets of the E(spl)-HLH proteins are less clear, and only a subset of Notch targets have been identified as direct targets [52]. To our knowledge, there are no genome-wide data for any HES protein, presumably due to the instability of these proteins.
Analyzing our ChIP and DamID results, we find that the target genes E(spl)-C, CycE, dap and stg fall into several categories. For the dap target gene there is overall agreement between the two methods used and the three different proteins (Su(H), m5 and m8); peaks are overlapping, and fit with two known enhancer elements (Figs 6A and 6B and S6A and S6B). In contrast, for the CycE target gene, a more complex picture emerges. First, although DamID for m5 and m8 show very similar profiles, there are striking differences in the peak profiles of driven versus un-driven m5 and m8: un-driven m5 and m8 show one major peak in the CycE promoter, whereas driven m5 and m8 show a set of peaks in the intronic region. Second, m8 ChIP only partially overlaps with driven m5 and m8 DamID. Third, ChIP for Su(H) shows a somewhat different profile, with several peaks not matching m5 and m8 DamID and ChIP peaks (Figs 6A and 6B and S6A and S6B). For stg there is overall agreement between driven and un-driven m5 and m8, but here the ChIP for m8 stands out, with a set of three very strong peaks in the upstream region. Regarding differences between different DamID experiments, one reason for different profiles when comparing driven versus un-driven may be that un-driven DamID relies upon low-level ubiquitous leakiness of the UAS transgene, whereas driven DamID is activated by a CNS-specific Gal4 driver. Regarding differences between DamID and ChIP, it is generally assumed that DamID detects also transient binding, whereas ChIP relies more upon persistent binding to the DNA. Regardless of these differences in profiles, observed using the different experimental approaches, we believe that the ChIP and DamID results support the notion of direct regulation of key cell cycle genes by NICD-Mam-Su(H) and E(spl)-HLH.
Specificity of E(spl)-HLH Genes
A number of studies have attempted to address the possible specificity of the seven Drosophila E(spl)-HLH genes. Loss-of-function studies, using deletions, have resulted in the notion that these seven genes are highly redundant, supported also by the fact that no individual loss-of-function phenotypes have been identified [13–16]. In contrast, gain-of-function studies have lent support for a notion that while different E(spl)-HLH proteins indeed have similar function, they may differ in their efficiency in promoting different developmental outcomes [53].
Here, by using single-lineage analysis, and in a sensitized background–removing half a copy for all E(spl)-HLH genes–we find that six out of the seven E(spl)-HLH genes are involved in the Type I>0 switch (Fig 7C). The fact that m3 and m8 only act in NB3-3A and m7 in NB5-6T likely reflects differential gene expression–NB specificity and/or levels–rather than differential protein function, since the biological output is the same: the Type I>0 switch. All seven E(spl)-HLH genes are known to be expressed in the developing VNC, in a salt-and-pepper fashion [54], and we previously used an m8-GFP reporter to reveal that Notch signaling commences in the NB5-6T NB during latter stages of lineage development [27]. This reporter expression was dependent upon Notch signaling, evident by the loss of expression in NB5-6T in kuze29-4. Here, we also find expression of m8-GFP also in NB3-3A, in line with the role of m8 in this lineage. We have made extensive efforts aimed at generating reporter transgenes for all seven E(spl)-HLH genes, and antibodies to their protein products, but this has not resulted in reproducible detection of expression in NBs. Hence the details of the expression of all seven E(spl)-HLH in different NBs remain unclear.
It is tempting to speculate that rather than a high degree of specificity of expression in different NBs, E(spl)-HLH genes may act in a generic additive manner. This notion is in part supported by our findings: NB3-3A has an early Type I>0 switch, which involves five E(spl)-HLH genes, while NB5-6T shows a later switch, involving four genes. Another intriguing idea is that different E(spl)-HLH genes may be utilized for the Type I>0 switch during different time-windows i.e., a temporal E(spl)-HLH cascade. However, we find no evidence for this idea in our results, since the different E(spl)-HLH mutants show similar numbers of aberrant daughter proliferation at the same stage (Fig 3G–3I and 3N-3P).
Multi-level Notch Effector Output; a Dynamic System for Proliferation Control
The Notch pathway is controlled at a number of different levels, including miRNA and protein-stability control of most, if not all components [55–57]. Our findings here add further complexity to Notch regulation, by proposing feedforward activation and negative feedback between primary- and secondary-level TFs in the pathway, as well as by both activation and repression of an overlapping set of key cell cycle regulators (Fig 7C). This regulatory model is especially intriguing when viewed against a growing body of evidence that points to the importance of oscillations of Notch signaling with respect to differential biological outcomes [58]. Support for complex interplay between Notch signaling and the cell cycle recently emerged also from mathematical modeling [59]. This regulatory interplay combines for a highly flexible and dynamic signaling output, and suggests that variations in Notch signal strength and length may help explain the anti- or pro-proliferative output from this pathway.
Materials and Methods
Immunohistochemistry
A DNA fragment encoding Stg protein was expressed in bacteria. Protein was PAGE-gel purified and injected into guinea pigs, mice and rats. See S1 Text: Extended Experimental Procedures for details.
Fly Stocks
E(spl)-HLH TILLING alleles were obtained by TILLING (Targeted Induced Local Lesions IN Genomes) of all seven E(spl)-HLH genes on the Fly-TILL platform [60]. Gene-specific deletion mutants were generated from a functional E(spl)-C BAC [61], that was modified in three consecutive steps of recombineering mediated gap-repair [62]. The resulting transgene was integrated at the M[3xP3-RFP, attP]51D attP site using phiC31-mediated integration [62]. CRISPR/Cas9-mediated homologous recombination was used to generate a null allele of E(spl)-HLH- mγ. See S1 Text: Extended Experimental Procedures for details.
UAS Transgenes
Novel UAS transgenes were generated for Su(H) and m8 by de-novo gene synthesis (Genscript, Piscataway, NJ, USA). DNAs were inserted into the pUASattB vector, and transgenes generated by PhiC31 transgenic integration [63] (BestGene Inc. Chinmo, USA). UAS-TF-Dam transgenic flies were generated by P element transformation (BestGene Inc. Chinmo, USA). See S1 Text: Extended Experimental Procedures for details.
DNA Adenine Methyltransferase Identification (DamID)
Drosophila DNA adenine methyltransferase identification (DamID) was carried out according to a modified protocol based on a method from Vogel et.al. [64] and A. Brand (www.flychip.org.uk). See S1 Text: Extended Experimental Procedures for details.
Chromatin Immunoprecipitation (ChIP)
Chromatin preparation was carried out according to the protocol from Négre et al., (http://wiki.modencode.org/project/uploads/6/6b/ChIP_protocol_NN_07v1.2.pdf). Immunoprecipitation was conducted according to MERCK Millipore protocol (Manga ChIP protein A/G beads), using αFLAG (m) 1:200 (BPS Bioscience cat: 25003). See S1 Text: Extended Experimental Procedures for details.
DNA Sequencing and Bioinformatics
Sequencing was carried out on the Illumnina HiSeq2500 platform. DNAstar Seqman NGN software (DNASTAR, Inc. version 12.2) was used for sequence assembly. Normalization was done with RPM, Qseq was used for peak detection and the wig-files were aligned to genome assembly dm6 on the UCSC genome browser for visualization [65]. See S1 Text: Extended Experimental Procedures for details.
Supporting Information
Acknowledgments
We are grateful to S. Henikoff, F. Matsuzaki, S. Bray, R. Holmgren, R.S. Howley, J.B. Skeath, J. Posakony, the Developmental Studies Hybridoma Bank at the University of Iowa, The Stowers Institute, and the Bloomington Stock Center for sharing antibodies, fly lines and DNAs. We thank Vanessa Roca and Lydie Couturier for injection and generation of the E(spl)-HLH-mγnull line. A. Angel, H. Ekman, C. Jonsson and A. Starkenberg provided excellent technical assistance.
Data Availability
All relevant data are within the paper and its Supporting Information files.
Funding Statement
This work was supported by the Knut and Alice Wallenberg Foundation, Research Grant: (KAW2012.0101, www.wallenberg.com/kaw/), Swedish Research Council, Research Grant: (VR-NT) (621-2010-5214, www.vr.se), and by the Swedish Cancer Foundation, Research Grant: (120531, www.cancerfonden.se). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
References
- 1.Kopan R. Notch signaling. Cold Spring Harbor perspectives in biology. 2012;4(10). Epub 2012/10/03. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Kushwah R, Guezguez B, Lee JB, Hopkins CI, Bhatia M. Pleiotropic roles of Notch signaling in normal, malignant, and developmental hematopoiesis in the human. EMBO reports. 2014;15(11):1128–38. Epub 2014/09/26. 10.15252/embr.201438842 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Housden BE, Fu AQ, Krejci A, Bernard F, Fischer B, Tavare S, et al. Transcriptional dynamics elicited by a short pulse of notch activation involves feed-forward regulation by E(spl)/Hes genes. PLoS genetics. 2013;9(1):e1003162 Epub 2013/01/10. 10.1371/journal.pgen.1003162 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Krejci A, Bernard F, Housden BE, Collins S, Bray SJ. Direct response to Notch activation: signaling crosstalk and incoherent logic. Science signaling. 2009;2(55):ra1 10.1126/scisignal.266pt2 [DOI] [PubMed] [Google Scholar]
- 5.Hori K, Sen A, Artavanis-Tsakonas S. Notch signaling at a glance. Journal of cell science. 2013;126(Pt 10):2135–40. Epub 2013/06/05. 10.1242/jcs.127308 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Kopan R, Ilagan MX. The canonical Notch signaling pathway: unfolding the activation mechanism. Cell. 2009;137(2):216–33. 10.1016/j.cell.2009.03.045 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Bailey AM, Posakony JW. Suppressor of hairless directly activates transcription of enhancer of split complex genes in response to Notch receptor activity. Genes & development. 1995;9(21):2609–22. Epub 1995/11/01. [DOI] [PubMed] [Google Scholar]
- 8.Knust E, Schrons H, Grawe F, Campos-Ortega JA. Seven genes of the Enhancer of split complex of Drosophila melanogaster encode helix-loop-helix proteins. Genetics. 1992;132(2):505–18. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Lecourtois M, Schweisguth F. The neurogenic suppressor of hairless DNA-binding protein mediates the transcriptional activation of the enhancer of split complex genes triggered by Notch signaling. Genes & development. 1995;9(21):2598–608. [DOI] [PubMed] [Google Scholar]
- 10.Giagtzoglou N, Alifragis P, Koumbanakis KA, Delidakis C. Two modes of recruitment of E(spl) repressors onto target genes. Development (Cambridge, England). 2003;130(2):259–70. Epub 2002/12/06. [DOI] [PubMed] [Google Scholar]
- 11.de Celis JF, de Celis J, Ligoxygakis P, Preiss A, Delidakis C, Bray S. Functional relationships between Notch, Su(H) and the bHLH genes of the E(spl) complex: the E(spl) genes mediate only a subset of Notch activities during imaginal development. Development (Cambridge, England). 1996;122(9):2719–28. [DOI] [PubMed] [Google Scholar]
- 12.Djiane A, Krejci A, Bernard F, Fexova S, Millen K, Bray SJ. Dissecting the mechanisms of Notch induced hyperplasia. The EMBO journal. 2013;32(1):60–71. Epub 2012/12/13. 10.1038/emboj.2012.326 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Delidakis C, Preiss A, Hartley DA, Artavanistsakonas S. 2 Genetically and Molecularly Distinct Functions Involved in Early Neurogenesis Reside within the Enhancer of Split Locus of Drosophila-Melanogaster. Genetics. 1991;129(3):803–23. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Nagel AC, Maier D, Krauss S, Mezger M, Preiss A. Neurogenic phenotypes induced by RNA interference with bHLH genes of the Enhancer of split complex of Drosophila melanogaster. Genesis. 2004;39(2):105–14. Epub 2004/06/02. [DOI] [PubMed] [Google Scholar]
- 15.Schrons H, Knust E, Campos-Ortega JA. The Enhancer of split complex and adjacent genes in the 96F region of Drosophila melanogaster are required for segregation of neural and epidermal progenitor cells. Genetics. 1992;132(2):481–503. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Wurmbach E, Preiss A. Deletion mapping in the Enhancer of split complex. Hereditas. 2014;151(6):159–68. Epub 2015/01/16. 10.1111/hrd2.00065 [DOI] [PubMed] [Google Scholar]
- 17.Birkholz O, Rickert C, Berger C, Urbach R, Technau GM. Neuroblast pattern and identity in the Drosophila tail region and role of doublesex in the survival of sex-specific precursors. Development (Cambridge, England). 2013;140(8):1830–42. Epub 2013/03/28. [DOI] [PubMed] [Google Scholar]
- 18.Schmid A, Chiba A, Doe CQ. Clonal analysis of Drosophila embryonic neuroblasts: neural cell types, axon projections and muscle targets. Development (Cambridge, England). 1999;126(21):4653–89. [DOI] [PubMed] [Google Scholar]
- 19.Schmidt H, Rickert C, Bossing T, Vef O, Urban J, Technau GM. The embryonic central nervous system lineages of Drosophila melanogaster. II. Neuroblast lineages derived from the dorsal part of the neuroectoderm. Developmental biology. 1997;189(2):186–204. [DOI] [PubMed] [Google Scholar]
- 20.Urbach R, Schnabel R, Technau GM. The pattern of neuroblast formation, mitotic domains and proneural gene expression during early brain development in Drosophila. Development (Cambridge, England). 2003;130(16):3589–606. [DOI] [PubMed] [Google Scholar]
- 21.Doe CQ. Neural stem cells: balancing self-renewal with differentiation. Development (Cambridge, England). 2008;135(9):1575–87. [DOI] [PubMed] [Google Scholar]
- 22.Boone JQ, Doe CQ. Identification of Drosophila type II neuroblast lineages containing transit amplifying ganglion mother cells. Developmental neurobiology. 2008;68(9):1185–95. 10.1002/dneu.20648 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Baumgardt M, Karlsson D, Salmani BY, Bivik C, MacDonald RB, Gunnar E, et al. Global programmed switch in neural daughter cell proliferation mode triggered by a temporal gene cascade. Developmental cell. 2014;30(2):192–208. Epub 2014/07/30. 10.1016/j.devcel.2014.06.021 [DOI] [PubMed] [Google Scholar]
- 24.Doe CQ. Molecular markers for identified neuroblasts and ganglion mother cells in the Drosophila central nervous system. Development (Cambridge, England). 1992;116(4):855–63. [DOI] [PubMed] [Google Scholar]
- 25.Doe CQ, Technau GM. Identification and cell lineage of individual neural precursors in the Drosophila CNS. Trends in neurosciences. 1993;16(12):510–4. [DOI] [PubMed] [Google Scholar]
- 26.Baumgardt M, Karlsson D, Terriente J, Diaz-Benjumea FJ, Thor S. Neuronal subtype specification within a lineage by opposing temporal feed-forward loops. Cell. 2009;139(5):969–82. 10.1016/j.cell.2009.10.032 [DOI] [PubMed] [Google Scholar]
- 27.Ulvklo C, Macdonald R, Bivik C, Baumgardt M, Karlsson D, Thor S. Control of neuronal cell fate and number by integration of distinct daughter cell proliferation modes with temporal progression. Development (Cambridge, England). 2012;139(4):678–89. [DOI] [PubMed] [Google Scholar]
- 28.Miguel-Aliaga I, Allan DW, Thor S. Independent roles of the dachshund and eyes absent genes in BMP signaling, axon pathfinding and neuronal specification. Development (Cambridge, England). 2004;131(23):5837–48. [DOI] [PubMed] [Google Scholar]
- 29.Higashijima S, Shishido E, Matsuzaki M, Saigo K. eagle, a member of the steroid receptor gene superfamily, is expressed in a subset of neuroblasts and regulates the fate of their putative progeny in the Drosophila CNS. Development (Cambridge, England). 1996;122(2):527–36. Epub 1996/02/01. [DOI] [PubMed] [Google Scholar]
- 30.Lehmann R, Jimenez F, Dietrich U, Campos-Ortega JA. On the phenotype and development of mutants of early neurogenesis in Drosophila melanogaster. Roux's Arch Dev Biol. 1983;192:62–74. [DOI] [PubMed] [Google Scholar]
- 31.Poulson DF. Chromosomal Deficiencies and the Embryonic Development of Drosophila Melanogaster. Proceedings of the National Academy of Sciences of the United States of America. 1937;23(3):133–7. Epub 1937/03/01. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Pan D, Rubin GM. Kuzbanian controls proteolytic processing of Notch and mediates lateral inhibition during Drosophila and vertebrate neurogenesis. Cell. 1997;90(2):271–80. [DOI] [PubMed] [Google Scholar]
- 33.Lundell MJ, Lee HK, Perez E, Chadwell L. The regulation of apoptosis by Numb/Notch signaling in the serotonin lineage of Drosophila. Development (Cambridge, England). 2003;130(17):4109–21. [DOI] [PubMed] [Google Scholar]
- 34.Culi J, Modolell J. Proneural gene self-stimulation in neural precursors: an essential mechanism for sense organ development that is regulated by Notch signaling. Genes & development. 1998;12(13):2036–47. Epub 1998/07/03. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Kramatschek B, Campos-Ortega JA. Neuroectodermal transcription of the Drosophila neurogenic genes E(spl) and HLH-m5 is regulated by proneural genes. Development (Cambridge, England). 1994;120(4):815–26. [DOI] [PubMed] [Google Scholar]
- 36.Bivik C, Bahrampour S, Ulvklo C, Nilsson P, Angel A, Fransson F, et al. Novel Genes Involved in Controlling Specification of Drosophila FMRFamide Neuropeptide Cells. Genetics. 2015;200(4):1229–44. Epub 2015/06/21. 10.1534/genetics.115.178483 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Rebay I, Fehon RG, Artavanis-Tsakonas S. Specific truncations of Drosophila Notch define dominant activated and dominant negative forms of the receptor. Cell. 1993;74(2):319–29. Epub 1993/07/30. [DOI] [PubMed] [Google Scholar]
- 38.Lai EC, Tam B, Rubin GM. Pervasive regulation of Drosophila Notch target genes by GY-box-, Brd-box-, and K-box-class microRNAs. Genes & development. 2005;19(9):1067–80. Epub 2005/04/19. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Kahali B, Bose A, Karandikar U, Bishop CP, Bidwai AP. On the mechanism underlying the divergent retinal and bristle defects of M8* (E(spl)D) in Drosophila. Genesis. 2009;47(7):456–68. Epub 2009/05/06. 10.1002/dvg.20521 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Karandikar UC, Trott RL, Yin J, Bishop CP, Bidwai AP. Drosophila CK2 regulates eye morphogenesis via phosphorylation of E(spl)M8. Mechanisms of development. 2004;121(3):273–86. Epub 2004/03/09. [DOI] [PubMed] [Google Scholar]
- 41.Trott RL, Kalive M, Karandikar U, Rummer R, Bishop CP, Bidwai AP. Identification and characterization of proteins that interact with Drosophila melanogaster protein kinase CK2. Molecular and cellular biochemistry. 2001;227(1–2):91–8. Epub 2002/02/06. [PubMed] [Google Scholar]
- 42.Kohwi M, Doe CQ. Temporal fate specification and neural progenitor competence during development. Nature reviews Neuroscience. 2013;14(12):823–38. Epub 2014/01/09. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Karlsson D, Baumgardt M, Thor S. Segment-specific neuronal subtype specification by the integration of anteroposterior and temporal cues. PLoS biology. 2010;8(5):e1000368 10.1371/journal.pbio.1000368 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Housden BE, Millen K, Bray SJ. Drosophila Reporter Vectors Compatible with PhiC31 Integrase Transgenesis Techniques and Their Use to Generate New Notch Reporter Fly Lines. G3 (Bethesda). 2012;2(1):79–82. Epub 2012/03/03. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Krejci A, Bray S. Notch activation stimulates transient and selective binding of Su(H)/CSL to target enhancers. Genes & development. 2007;21(11):1322–7. Epub 2007/06/05. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Choksi SP, Southall TD, Bossing T, Edoff K, de Wit E, Fischer BE, et al. Prospero acts as a binary switch between self-renewal and differentiation in Drosophila neural stem cells. Developmental cell. 2006;11(6):775–89. [DOI] [PubMed] [Google Scholar]
- 47.Karcavich R, Doe CQ. Drosophila neuroblast 7–3 cell lineage: a model system for studying programmed cell death, Notch/Numb signaling, and sequential specification of ganglion mother cell identity. The Journal of comparative neurology. 2005;481(3):240–51. [DOI] [PubMed] [Google Scholar]
- 48.Hirata J, Nakagoshi H, Nabeshima Y, Matsuzaki F. Asymmetric segregation of the homeodomain protein Prospero during Drosophila development. Nature. 1995;377(6550):627–30. Epub 1995/10/19. [DOI] [PubMed] [Google Scholar]
- 49.Knoblich JA, Jan LY, Jan YN. Asymmetric segregation of Numb and Prospero during cell division. Nature. 1995;377(6550):624–7. [DOI] [PubMed] [Google Scholar]
- 50.Spana EP, Doe CQ. The prospero transcription factor is asymmetrically localized to the cell cortex during neuroblast mitosis in Drosophila. Development (Cambridge, England). 1995;121(10):3187–95. [DOI] [PubMed] [Google Scholar]
- 51.Li L, Vaessin H. Pan-neural Prospero terminates cell proliferation during Drosophila neurogenesis. Genes & development. 2000;14(2):147–51. [PMC free article] [PubMed] [Google Scholar]
- 52.Liu F, Posakony JW. Role of architecture in the function and specificity of two Notch-regulated transcriptional enhancer modules. PLoS genetics. 2012;8(7):e1002796 Epub 2012/07/14. 10.1371/journal.pgen.1002796 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Ligoxygakis P, Bray SJ, Apidianakis Y, Delidakis C. Ectopic expression of individual E(spl) genes has differential effects on different cell fate decisions and underscores the biphasic requirement for notch activity in wing margin establishment in Drosophila. Development (Cambridge, England). 1999;126(10):2205–14. Epub 1999/04/20. [DOI] [PubMed] [Google Scholar]
- 54.Wech I, Bray S, Delidakis C, Preiss A. Distinct expression patterns of different Enhancer of split bHLH genes during embryogenesis of Drosophila melanogaster. Development genes and evolution. 1999;209(6):370–5. [DOI] [PubMed] [Google Scholar]
- 55.Lai EC. Protein degradation: four E3s for the notch pathway. Curr Biol. 2002;12(2):R74–8. Epub 2002/01/31. [DOI] [PubMed] [Google Scholar]
- 56.Wang Z, Inuzuka H, Fukushima H, Wan L, Gao D, Shaik S, et al. Emerging roles of the FBW7 tumour suppressor in stem cell differentiation. EMBO reports. 2012;13(1):36–43. Epub 2011/12/14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Wang Z, Li Y, Kong D, Ahmad A, Banerjee S, Sarkar FH. Cross-talk between miRNA and Notch signaling pathways in tumor development and progression. Cancer letters. 2010;292(2):141–8. Epub 2009/12/22. 10.1016/j.canlet.2009.11.012 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Kageyama R, Niwa Y, Shimojo H, Kobayashi T, Ohtsuka T. Ultradian oscillations in Notch signaling regulate dynamic biological events. Current topics in developmental biology. 2010;92:311–31. Epub 2010/09/08. 10.1016/S0070-2153(10)92010-3 [DOI] [PubMed] [Google Scholar]
- 59.Pfeuty B. A computational model for the coordination of neural progenitor self-renewal and differentiation through Hes1 dynamics. Development (Cambridge, England). 2015;142(3):477–85. Epub 2015/01/22. [DOI] [PubMed] [Google Scholar]
- 60.Cooper JL, Till BJ, Henikoff S. Fly-TILL: reverse genetics using a living point mutation resource. Fly. 2008;2(6):300–2. Epub 2008/12/23. [DOI] [PubMed] [Google Scholar]
- 61.Chanet S, Vodovar N, Mayau V, Schweisguth F. Genome engineering-based analysis of Bearded family genes reveals both functional redundancy and a nonessential function in lateral inhibition in Drosophila. Genetics. 2009;182(4):1101–8. Epub 2009/06/17. 10.1534/genetics.109.105023 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Venken KJ, He Y, Hoskins RA, Bellen HJ. P[acman]: a BAC transgenic platform for targeted insertion of large DNA fragments in D. melanogaster. Science (New York, NY. 2006;314(5806):1747–51. Epub 2006/12/02. [DOI] [PubMed] [Google Scholar]
- 63.Bischof J, Maeda RK, Hediger M, Karch F, Basler K. An optimized transgenesis system for Drosophila using germ-line-specific phiC31 integrases. Proceedings of the National Academy of Sciences of the United States of America. 2007;104(9):3312–7. Epub 2007/03/16. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Vogel MJ, Peric-Hupkes D, van Steensel B. Detection of in vivo protein-DNA interactions using DamID in mammalian cells. Nature protocols. 2007;2(6):1467–78. Epub 2007/06/05. [DOI] [PubMed] [Google Scholar]
- 65.Karolchik D, Barber GP, Casper J, Clawson H, Cline MS, Diekhans M, et al. The UCSC Genome Browser database: 2014 update. Nucleic acids research. 2014;42(Database issue):D764–70. Epub 2013/11/26. 10.1093/nar/gkt1168 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Liu TH, Li L, Vaessin H. Transcription of the Drosophila CKI gene dacapo is regulated by a modular array of cis-regulatory sequences. Mechanisms of development. 2002;112(1–2):25–36. Epub 2002/02/19. [DOI] [PubMed] [Google Scholar]
- 67.Meyer CA, Kramer I, Dittrich R, Marzodko S, Emmerich J, Lehner CF. Drosophila p27Dacapo expression during embryogenesis is controlled by a complex regulatory region independent of cell cycle progression. Development (Cambridge, England). 2002;129(2):319–28. Epub 2002/01/25. [DOI] [PubMed] [Google Scholar]
- 68.Yamamoto S, Charng WL, Rana NA, Kakuda S, Jaiswal M, Bayat V, et al. A mutation in EGF repeat-8 of Notch discriminates between Serrate/Jagged and Delta family ligands. Science (New York, NY. 2012;338(6111):1229–32. Epub 2012/12/01. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Novotny T, Eiselt R, Urban J. Hunchback is required for the specification of the early sublineage of neuroblast 7–3 in the Drosophila central nervous system. Development (Cambridge, England). 2002;129(4):1027–36. [DOI] [PubMed] [Google Scholar]
- 70.Lai SL, Doe CQ. Transient nuclear Prospero induces neural progenitor quiescence. eLife. 2014;3. Epub 2014/10/30. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Peterson C, Carney GE, Taylor BJ, White K. reaper is required for neuroblast apoptosis during Drosophila development. Development (Cambridge, England). 2002;129(6):1467–76. [DOI] [PubMed] [Google Scholar]
- 72.Rogulja-Ortmann A, Luer K, Seibert J, Rickert C, Technau GM. Programmed cell death in the embryonic central nervous system of Drosophila melanogaster. Development (Cambridge, England). 2007;134(1):105–16. [DOI] [PubMed] [Google Scholar]
- 73.White K, Grether ME, Abrams JM, Young L, Farrell K, Steller H. Genetic control of programmed cell death in Drosophila. Science (New York, NY. 1994;264(5159):677–83. [DOI] [PubMed] [Google Scholar]
- 74.Tsuji T, Hasegawa E, Isshiki T. Neuroblast entry into quiescence is regulated intrinsically by the combined action of spatial Hox proteins and temporal identity factors. Development (Cambridge, England). 2008;135(23):3859–69. [DOI] [PubMed] [Google Scholar]
- 75.Ghysen A, Dambly-Chaudiere C. Genesis of the Drosophila peripheral nervous system. Trends Genet. 1989;5(8):251–5. Epub 1989/08/01. [DOI] [PubMed] [Google Scholar]
- 76.Jan YN, Jan LY. Genes required for specifying cell fates in Drosophila embryonic sensory nervous system. Trends in neurosciences. 1990;13(12):493–8. Epub 1990/12/01. [DOI] [PubMed] [Google Scholar]
- 77.Skeath JB. At the nexus between pattern formation and cell-type specification: the generation of individual neuroblast fates in the Drosophila embryonic central nervous system. Bioessays. 1999;21(11):922–31. [DOI] [PubMed] [Google Scholar]
- 78.Skeath JB, Thor S. Genetic control of Drosophila nerve cord development. Current opinion in neurobiology. 2003;13(1):8–15. [DOI] [PubMed] [Google Scholar]
- 79.Jones L, Richardson H, Saint R. Tissue-specific regulation of cyclin E transcription during Drosophila melanogaster embryogenesis. Development (Cambridge, England). 2000;127(21):4619–30. Epub 2000/10/12. [DOI] [PubMed] [Google Scholar]
- 80.Kannan R, Berger C, Myneni S, Technau GM, Shashidhara LS. Abdominal-A mediated repression of Cyclin E expression during cell-fate specification in the Drosophila central nervous system. Mechanisms of development. 2009. [DOI] [PubMed] [Google Scholar]
- 81.Edgar BA, Lehman DA, O'Farrell PH. Transcriptional regulation of string (cdc25): a link between developmental programming and the cell cycle. Development (Cambridge, England). 1994;120(11):3131–43. Epub 1994/11/01. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82.Lehman DA, Patterson B, Johnston LA, Balzer T, Britton JS, Saint R, et al. Cis-regulatory elements of the mitotic regulator, string/Cdc25. Development (Cambridge, England). 1999;126(9):1793–803. Epub 1999/04/02. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
All relevant data are within the paper and its Supporting Information files.