- Open Access
TLX1 and NOTCH coregulate transcription in T cell acute lymphoblastic leukemia cells
© Riz et al; licensee BioMed Central Ltd. 2010
Received: 12 April 2010
Accepted: 9 July 2010
Published: 9 July 2010
The homeobox gene TLX1 (for T-cell leukemia homeobox 1, previously known as HOX11) is inappropriately expressed in a major subgroup of T cell acute lymphoblastic leukemia (T-ALL) where it is strongly associated with activating NOTCH1 mutations. Despite the recognition that these genetic lesions cooperate in leukemogenesis, there have been no mechanistic studies addressing how TLX1 and NOTCH1 functionally interact to promote the leukemic phenotype.
Global gene expression profiling after downregulation of TLX1 and inhibition of the NOTCH pathway in ALL-SIL cells revealed that TLX1 synergistically regulated more than 60% of the NOTCH-responsive genes. Structure-function analysis demonstrated that TLX1 binding to Groucho-related TLE corepressors was necessary for maximal transcriptional regulation of the NOTCH-responsive genes tested, implicating TLX1 modulation of the NOTCH-TLE regulatory network. Comparison of the dataset to publicly available biological databases indicated that the TLX1/NOTCH-coregulated genes are frequently targeted by MYC. Gain- and loss-of-function experiments confirmed that MYC was an essential mediator of TLX1/NOTCH transcriptional output and growth promotion in ALL-SIL cells, with TLX1 contributing to the NOTCH-MYC regulatory axis by posttranscriptional enhancement of MYC protein levels. Functional classification of the TLX1/NOTCH-coregulated targets also showed enrichment for genes associated with other human cancers as well as those involved in developmental processes. In particular, we found that TLX1, NOTCH and MYC coregulate CD1B and RAG1, characteristic markers of early cortical thymocytes, and that concerted downregulation of the TLX1 and NOTCH pathways resulted in their irreversible repression.
We found that TLX1 and NOTCH synergistically regulate transcription in T-ALL, at least in part via the sharing of a TLE corepressor and by augmenting expression of MYC. We conclude that the TLX1/NOTCH/MYC network is a central determinant promoting the growth and survival of TLX1+ T-ALL cells. In addition, the TLX1/NOTCH/MYC transcriptional network coregulates genes involved in T cell development, such as CD1 and RAG family members, and therefore may prescribe the early cortical stage of differentiation arrest characteristic of the TLX1 subgroup of T-ALL.
Homeodomain-containing transcription factors play a major role in the establishment of metazoan body plans and organogenesis. They are also involved in the maintenance of tissue homeostasis, influencing the self-renewal and differentiation of stem cells and their progenitors. A number of experimental investigations have demonstrated that homeodomain transcription factors regulate multiple cellular functions including cell growth, proliferation, apoptosis, communication, adhesion and migration [1, 2]. It is not surprising therefore that anomalous expression of homeobox genes can disrupt developmental programs and contribute to neoplasia [3, 4].
TLX1 is an evolutionarily conserved member of the NKL (NK-Like or NK-Linked) subclass of Antennapedia homeobox genes. During normal development, TLX1 is required for the formation of the spleen and participates in certain neuronal cell fate decisions [5–7]. Although TLX1 is not normally expressed in the hematopoietic system, its inappropriate expression due to chromosomal translocations involving T cell receptor (TCR) genes is associated with about 30% of adult and approximately 8% of childhood T-cell acute lymphoblastic leukemia (T-ALL) cases [3, 8]. T cell transforming activity of TLX1 has been confirmed experimentally in studies of murine bone marrow transplant recipients that received hematopoietic stem cells expressing a retrovirally-delivered TLX1 transgene [9, 10]. However, a long latency of TLX1-induced tumorigenesis indicated the necessity for additional genetic abnormalities. In this regard, mutations activating NOTCH1 are observed in virtually all TLX1+ T-ALL samples [11–13], arguing that the two factors frequently cooperate in the neoplastic conversion of T cell progenitors. NOTCH stimulates the PI3K-AKT-mTOR pathway and transcriptionally activates the NF-κB, MYC and HES1 transcription factors in T-ALL cells, but the critical target genes responsible for the NOTCH1-induced malignant phenotype remain to be fully defined [14–19].
The NOTCH receptor family plays an important role in T cell development by providing instructional and growth promoting signals [20, 21]. Intrathymic T cell differentiation is associated with sequential changes in the expression of the CD1, CD3, CD4 and CD8 cell surface markers [22, 23]. Early thymocyte precursors do not express CD3, CD4 or CD8. In-frame TCRβ rearrangement and the generation of a functional pre-TCR complex (TCRβ/pre-TCRα/CD3) at the cell surface allows continued thymocyte development via the process of β-selection. In humans, CD4 is transiently upregulated following β-selection and the immature single positive (ISP) CD4+ cells rapidly give rise to CD4+CD8+ double positive (DP) cells which undergo further maturation toward two distinct populations represented by CD4+ or CD8+ single positive (SP) phenotypes. NOTCH and/or pre-TCR signaling provide survival and trophic functions until the late DP stage when the cells become highly positive for CD3 and depend on TCR signaling [24, 25]. Specifically, NOTCH signaling was shown to be obligatory for β-selection , and the direct transcriptional target of NOTCH, MYC, is a central integrator of NOTCH-mediated survival [27, 28] and preTCR-mediated proliferative signals [29, 30]. Surface expression of the CD1 family of genes increases until the late DP stage, after which their expression is extinguished and remains off in CD4+ and CD8+ SP cells [31, 32]. TLX1+ T-ALL samples exhibit a predominantly CD1+CD3- surface phenotype with high levels of TCR recombination activating gene (RAG1) expression and TCRβ rearrangement on at least one allele; but they often lack cytoplasmic and surface TCRβ expression, suggesting that the onset of malignant transformation occurs before β-selection [32–36]. However TLX1+ leukemic cells are characteristically CD4+CD8+, indicating that the oncogenic network allows the cells to bypass the β-selection checkpoint and arrest at the early cortical DP stage.
The direct transcriptional targets of NOTCH are tightly regulated such that they are repressed in the absence of a NOTCH activating signal [12, 37]. In Drosophila, Groucho, a homolog of Transducin-like Enhancer-of-split (TLE) proteins, directly associates with the Suppressor of Hairless (the homolog of human RBP-Jκ) repressor complex to block transcription from NOTCH-responsive elements . In mammals, SPEN/SHARP, a different RBP-Jκ-associated corepressor protein performs this function . Instead, as was shown for the best characterized target of NOTCH, HES1 (reviewed in ), TLE proteins are involved in modulating NOTCH output by a mechanism that involves autorepression of HES1 via formation of a repressive HES1-TLE complex that recognizes an N-box sequence in the HES1 promoter . Moreover, the levels of HES1-repressive activity have been shown to define the type of NOTCH response, e.g., whether it is repressed, oscillating or strongly activated . It is noteworthy that transcriptional repression in response to NOTCH signaling occurs via an indirect mechanism through downstream effectors; among these, HES1-TLE repressor complexes play a central role, a well-studied example of which is in the context of NOTCH antineurogenic activity . Thus, TLE corepressors contribute to two aspects of NOTCH signaling: establishing negative loops of regulation and mediating NOTCH repressor activity. TLE proteins are also emerging as focal points for crosstalk between signaling pathways [44, 45]. Additionally, there is mounting evidence that the expression of TLE genes is altered in a growing list of human cancers , including hematologic malignancies [41, 47].
We recently showed that TLX1 interacts with TLE1 via an Engrailed homology 1 (Eh1) motif (FXIXXIL, where X can be any amino acid) encompassing amino acids 19-26 [46, 48], and proposed that TLX1 activates transcription at least in part by derepressing TLE-controlled genes . Here we demonstrate that TLX1-TLE interaction contributes in a positive manner to NOTCH transcriptional programs in T-ALL. Functional classification of the overlapping targets of these cooperating genetic lesions showed enrichment for genes associated with other human cancers as well as those involved in developmental processes. We found that TLX1 augments the NOTCH-MYC regulatory axis by enhancing MYC protein levels and that this represents a major component of TLX1-mediated growth control in ALL-SIL cells. We further show that MYC coregulates a significant proportion of common TLX1/NOTCH targets, among them the CD1B and RAG1 genes characteristic of the early cortical phenotype exhibited by TLX1+ T-ALLs [32–36]. Downregulation of TLX1 in concert with NOTCH blockade resulted in irreversible repression of these genes. Therefore, our data suggest that the TLX1/TLE/NOTCH/MYC network contributes to the pathogenesis of T-ALL by concomitantly promoting the differentiation arrest and expansion of cells at the CD1+ early cortical DP stage of thymocyte development.
TLX1 signature genes in T-ALL cells
To rule out off-target effects of the TLX1 shRNA, we wanted to assess whether reintroduction of wild-type TLX1 would reverse the knockdown impact on the expression levels of representative genes selected from the TLX1 signature gene list (see Figure 2B). In the experiments described above, we downregulated endogenous TLX1 using an shRNA (TLX1 shRNA95) directed against the TLX1 coding region. To independently corroborate target gene expression changes and to facilitate rescue experiments by ectopic TLX1 expression, we used a different shRNA (TLX1 shRNA93) directed against the 3' noncoding region of TLX1 mRNA. After lentiviral delivery of TLX1 shRNA93 and sorting for a CD1bLowCD55High surface profile, retroviral vectors expressing the coding region of wild-type TLX1 (TLX1 WT) and two mutant TLX1 proteins were stably introduced into the TLX1 knockdown cells (Figure 1D). As shown in Figure 1E, regulation by TLX1 was confirmed for the selected genes (DTX1, GAS1, HMGA2, L1TD1, PLAC8, SH3BP5, SLC44A1) (P < 0.05, TLX1 WT vs GFP control). GAS1, HMGA2, L1TD1 and PLAC8 expression required TLX1 DNA-binding activity since introduction of a DNA binding-deficient form of TLX1 carrying a mutation within the homeodomain (TLX1 N51A)  had minimal if any activity (P < 0.05, TLX1 WT vs TLX1 N51A).
In other recent work, we reported that TLX1 binds the TLE1 corepressor in an Eh1-dependent manner , and we demonstrated that this interaction is important for transcriptional activation of two known TLX1 target genes, Aldh1a1 and Fhl1 in NIH3T3 cells [54, 55]. We therefore wished to determine whether any of the selected TLX1-responsive genes in human T-ALL cells similarly depend on the Eh1 motif. Notably, we found that introduction of a TLE binding-deficient mutant of TLX1 (TLX1 F19E, with a Phe 19 to Glu mutation within the Eh1 motif)  significantly diminished the effect obtained by TLX1 reconstitution-of-function for GAS1, PLAC8 and SH3BP5 (P < 0.05, TLX1 WT vs TLX1 F19E) (Figure 1E). The data thus suggested that DNA-binding activity and/or TLE interaction are important for TLX1-mediated transcriptional regulation of the studied TLX1 signature genes.
TLX1 and NOTCH coregulate transcription on a global scale
Strikingly, the lists of GSI-responsive genes and TLX1-responsive genes overlapped very strongly: more than 60% of the GSI-responsive genes were also controlled by TLX1 (Figure 2A), indicating that a significant fraction of NOTCH target genes in ALL-SIL cells is coregulated by TLX1 (P < 0.0001). To quantitatively compare the individual contributions of TLX1 and NOTCH in the regulation of common targets, we identified those genes that are differentially expressed in ALL-SIL cells where TLX1 and NOTCH are "on" versus cells where both factors are "off" (i.e., GSI-treated TLX1Low cells) (Additional file 3). As summarized in Figure 2B, downregulation of TLX1 and inhibition of NOTCH affected the regulation of the vast majority of genes in the same direction. We found that approximately half of the TLX1-induced genes showed the highest expression levels in the presence of NOTCH signaling. Interruption of the transcriptional output of either factor led to the downregulation of these genes. Less than 10% showed a much stronger response to GSI, exhibiting downregulation upon GSI treatment and a somewhat more complex response to TLX1 knockdown. One such example, the NOTCH target gene, DTX1 (Deltex1) , was chosen for validation by qRT-PCR together with 7 TLX1/NOTCH-coinduced genes (CD1B, HMGA2, L1TD1, OR10R2, PLAC8, SH3BP5, SLC44A1) and one TLX1/NOTCH-corepressed gene (GAS1). The qRT-PCR data reported in Figure 2C is presented as relative expression levels normalized to levels in GSI-treated TLX1Low cells; thus, a positive value indicates positive regulation by TLX1 and activated NOTCH. Regulation by TLX1 in the presence or absence of NOTCH signaling was demonstrated for all of the putative TLX1/NOTCH-coinduced genes examined (P < 0.05), and by NOTCH under conditions of high or low TLX1 expression (P < 0.05, for at least one TLX1 expression condition; see Additional file 4 for a complete list of P values) (Figure 2C). In support of the generality of these latter results, it had previously been reported that PLAC8, SH3BP5 and SLC44A1 were downregulated following NOTCH inhibition with a different GSI in a different T-ALL-derived cell line  (see also Additional file 5). Regulation of the NOTCH target gene DTX1 by TLX1 was also confirmed in this series of experiments (Figure 2C). As expected, DTX1 showed significantly lower levels of expression following GSI treatment (P < 0.05). Interestingly, under conditions of NOTCH inhibition, DTX1 mRNA levels were higher in TLX1Low cells than in TLX1High cells (P < 0.05), reaffirming the complexity of the DTX1 response to TLX1/NOTCH coregulation suggested by the microarray data.
We also verified in this series of experiments that GAS1 was repressed by TLX1 (P < 0.001) (Figure 2C). Since the Eh1 TLE-binding motif mutant of TLX1 (TLX1 F19E) exhibited markedly reduced GAS1 repressive activity (P < 0.02) (Figure 1E), we decided to directly investigate the potential contribution of TLE corepressors to the GAS1 repression mechanism. ALL-SIL cells expressing the TLX1 shRNA95 or pLKO control vector were transduced with lentiviral vectors expressing panTLE shRNAs. As seen in Figure 2D, knockdown of TLE resulted in partial derepression of GAS1 in the presence of TLX1 (P < 0.008). In contrast, no effect was observed under conditions of low TLX1 expression (P = 0.6), indicating that TLX1 is required for repression of GAS1. The magnitude of derepression achieved by TLE knockdown (~3-fold) was much less than that obtained following TLX1 knockdown (~40-fold), presumably due in part to incomplete knockdown of TLE. A representative Western blot shown in Figure 2E indicates that only ~50% downregulation of TLE1 protein levels was obtained (P < 0.05). In this series of experiments, GSI treatment also resulted in partial derepression of GAS1 in the presence of TLX1 (~2-fold, P < 0.003) (Figure 2D) supporting the data presented in Figure 2C indicating involvement of NOTCH. Notably, knockdown of TLE resulted in partial derepression of GAS1 in the presence of activated NOTCH (~3-fold, P < 0.008) but had no significant additional effect when NOTCH was inhibited. Collectively, the data for GAS1 supported the hypothesis that TLE corepressors can serve as common cofactors in the regulation of certain TLX1/NOTCH-corepressed genes.
To compare the cellular functions regulated by TLX1 and NOTCH together or by either factor separately, we performed a functional classification of gene sets that were enriched for NOTCH only-induced genes, TLX1 only-induced genes and TLX1/NOTCH-coinduced genes. DAVID analysis revealed that all three datasets were enriched for functional GO terms associated with developmental processes. In agreement with the well-recognized survival function of NOTCH in normal and malignant T cells, we found that the gene set induced by NOTCH alone was specifically enriched for GO terms "positive regulation of metabolism" and "apoptosis" [14, 15, 27], whereas genes only induced by TLX1 were enriched for GO terms associated with "chromatin function and regulation", "proliferation" and "cell-cycle" . Importantly, GO terms associated with "immune system development" and "oncogenesis" only appeared in the set of genes regulated by both TLX1 and NOTCH (Figure 2A). Notably, HMGA2 and PLAC8 were previously reported to be among the 'cooperation response genes' identified by loss-of-function p53 and Ras activation as contributing to the malignant phenotype in colon cancer . A role of HMGA2 in embryonic growth and development has also been described [61–63]. Moreover, the mouse orthologs of 4 of the other 6 TLX1/NOTCH-coinduced signature genes verified by qRT-PCR (L1TD1, PLAC8, SH3BP5, SLC44A1) are downregulated during differentiation of mouse embryonic stem cells whereas the TLX1/NOTCH-corepressed target GAS1 is activated during embryonic stem cell differentiation (GEO profiles GDS2905 and GDS2906). These observations indicate that the TLX1/NOTCH leukemic signature shares a common component with an embryonic stem cell-like transcriptional program . Furthermore, CD1b, the cell surface marker characteristic of the early cortical thymocyte stage of differentiation arrest associated with the vast majority of TLX1+ T-ALL cases, was also among the targets coregulated by TLX1 and NOTCH.
TLX1-mediated augmentation of MYC contributes to T-ALL growth regulation
We hypothesized that the MYC gene might represent the master regulatory hub targeted by both oncogenic lesions because TLX1+ T-ALLs exhibit increased levels of MYC and MYC target genes [33, 60] and NOTCH1 directly activates the MYC gene at the transcriptional level in T-ALL [14, 15]. We therefore investigated whether TLX1 and NOTCH coregulate MYC in ALL-SIL cells. MYC protein levels were found to be lowest in TLX1Low cells treated with GSI (Figure 3A). Notably, TLX1 did not influence MYC mRNA levels under any conditions; e.g., MYC mRNA levels decreased following GSI treatment regardless of TLX1 expression (P < 0.05, GSI- vs DMSO- treated cells) although TLX1 prevented GSI-mediated downregulation of HES1 mRNA (P < 0.05) (Figure 3D). We asked next if TLX1 expression contributes to the synthesis or stability of the MYC protein. As shown in Figure 3E, TLX1 increased MYC protein levels in the presence of the MG132 protease inhibitor and, in addition, as seen from cycloheximide treatment, prolonged MYC protein half-life. NOTCH also positively contributed to total MYC protein levels, consistent with previously published data showing that NOTCH directly activates MYC gene expression in T-ALL [14, 15]. The data thus suggested that TLX1 contributes to the NOTCH-MYC oncogenic axis at least in part via augmentation of MYC protein expression and stability.
TLX1/NOTCH signature gene response to MYC inhibition in ALL-SIL cells
3.6 ± 0.4
2.4 ± 0.3
5.9 ± 0.4
1.9 ± 0.1
0.5 ± 0.1
11.1 ± 2.7
1.2 ± 0.1
1.5 ± 0.1
TLX1/NOTCH coregulation of T-cell developmental genes
To determine whether other developmental genes were regulated in a similar manner, we searched for genes that were coregulated with CD1 family members during normal thymocyte development. RAG1 was identified previously as a gene whose expression closely resembles the expression pattern of CD1 [31, 32]; specifically, downregulation of both genes occurs at the DP stage, with RAG1 downregulation being required for the DP to SP transition [71, 72]. We sorted ISP-like and DP-like populations from ALL-SIL cells with or without TLX1 knockdown and transient NOTCH inhibition (2 weeks of GSI treatment or DMSO and 1 month recovery). We examined CD1B and RAG1 mRNA levels in these populations and observed a striking concordance in their expression changes; e.g., temporary inhibition of NOTCH signaling in TLX1 knockdown populations led to irreversible repression of CD1B and RAG1 (Figure 5C). In addition, ectopic reexpression of TLX1 in CD1b- cells failed to reactivate these genes (data not shown). Thus, we found that transient downregulation of NOTCH in concert with TLX1 knockdown is required and sufficient to induce irreversible repression of CD1B and RAG1. Since the silencing of these genes is an important aspect of the normal T-cell differentiation program, the data suggest that TLX1/NOTCH-coregulated maintenance of their expression exemplifies a mechanism underlying the ALL-SIL differentiation arrest. Interestingly, downregulation of TLE caused a significant decrease in the percentage of CD1b+ cells, suggesting that TLX1-TLE interaction is involved in the TLX1-imposed differentiation arrest (Figure 5D).
The TLE protein family plays a role in a negative loop of regulation of NOTCH as well as facilitating NOTCH repressor function [38, 41]. We found that TLX1 coregulated a large proportion of NOTCH-responsive genes. As was confirmed by qRT-PCR, all of the TLX1 targets requiring the Eh1 TLE-binding motif for their full activation were also positively regulated by NOTCH, implicating TLX1-TLE interaction in the derepression of NOTCH-induced genes. Downregulation of TLE levels by pan-TLE targeting shRNA was associated with partial transcriptional derepression of the GAS1 gene, supporting the idea that TLE is directly involved in NOTCH- and TLX1-mediated corepression of certain genes. The genes induced by TLX1 in a TLE binding-dependent manner also responded to reduced TLE levels but the effects were variable, consistent with multiple indirect modes of TLE involvement. Also, one of the strongest transcriptional activation responses to TLX1 and NOTCH, exhibited by the L1TD1 gene, does not require the Eh1 TLE-binding motif for maximal effect. However, expression of L1TD1 and most of the other TLX1-NOTCH signature genes studied were strongly inhibited by the 10058-F4 MYC inhibitor [65, 66]. Since we found that TLX1 expression enhances MYC protein levels in ALL-SIL cells and that this is a central facet of TLX1-mediated growth control, we conclude that augmentation of MYC activity is an additional and important aspect of TLX1/NOTCH cooperation. It was previously appreciated that high levels of expression of MYC target genes is a characteristic feature of TLX1+ T-ALLs [33, 60]. Thus, our results provide an explanation for these observations and link TLX1 to the NOTCH-MYC signaling axis (Figure 6) [14, 58]. In retrospect, since the majority of NOTCH-induced genes in T-ALL are also targeted by MYC , it is perhaps not surprising to find that virtually all of the TLX1/NOTCH signature genes that we validated by qRT-PCR negatively responded to inhibition of MYC by compound 10058-F4 treatment. Another level of complexity has arisen with a recent publication showing that mammalian MYC and TLE proteins directly bind in vitro . In that study, the investigators also reported that TLE antagonized MYC transcriptional activation of growth-promoting genes in Drosophila . It is possible therefore that TLX1-mediated modulation of TLE interactions may derepress MYC target genes as well as NOTCH-responsive genes in T-ALL cells (Figure 6). Finally, promoter analysis of the genes whose expression positively correlated with TLX1 expression showed enrichment for NOTCH-responsive elements (our unpublished observations). Others have shown that TLX1 interacts with SHARP, a corepressor protein directly controlling NOTCH target genes via this element [78, 79]. Thus, we speculate that TLX1-SHARP interaction may be an additional point of intersection with the NOTCH signaling pathway.
Since GSI targets all NOTCH receptor family members, we deliberately avoided specifying throughout which NOTCH receptor cooperates with TLX1 in ALL-SIL cells. However, the fact that NOTCH1 is mutated in these cells , considered together with our Western blot results showing that GSI treatment markedly decreased intracellular levels of NOTCH1, strongly implicates activated NOTCH1 in the observed cooperation with TLX1 . It is important to point out, however, that others have suggested that TLX1 may enhance NOTCH3 signaling in T-ALL cells, although no information regarding protein levels or functional activation of the NOTCH3 receptor was provided .
TLX1-activating mutations in T-ALL are associated with an early cortical phenotype, suggesting a direct inhibitory effect preventing the differentiation of thymocytes past this developmental stage [32–36]. In experimental models, we and others have observed that TLX1 expression may lead to differentiation arrest of a broad spectrum of hematopoietic precursors, and that extinction of TLX1 expression released the block allowing continuation of the differentiation program in erythroid precursors conditionally expressing TLX1 [76, 80]. Moreover, we recently showed that TLX1 downregulation in ALL-SIL cells correlates with acquisition of a surface phenotype associated with early cortical to late cortical thymocyte development epitomized by downregulation of CD1 family members, partially recapitulating the T-cell differentiation program . Here, we have extended the latter studies to demonstrate that the CD1B marker of early cortical thymocytes is coregulated by TLX1 and NOTCH concomitant with maintenance of RAG1 expression. Downregulation of RAG1 in cortical thymocytes is one of the earliest signs of positive selection during normal thymocyte development [71, 72]. In this context, we found that downregulation of TLX1 and NOTCH in ALL-SIL cells leads to irreversible repression of the CD1B and RAG1 genes, since reexpression of TLX1 in the sorted CD1b- cells or resumption of NOTCH signaling was not sufficient to reactivate their expression. Therefore, the data is consistent with a role of TLX1/NOTCH cooperation in preventing the differentiation-programmed repression of the CD1B and RAG1 genes rather than one involving transcriptional activation of CD1 and RAG family members. In addition, we found that CD1B and RAG1 were negatively regulated by MYC inhibition. Collectively, these findings implicate the TLX1/NOTCH-MYC network in maintaining the CD1+ early cortical stage of TLX1+ T-ALL cells.
A major motivation for these studies was to identify potential therapeutic targets that are critical to the malignant phenotype in T-ALL. The study design was modeled after that of Land and colleagues who demonstrated in experimental models of murine and human colon cancer that malignancy was strongly correlated with a class of genes they referred to as 'cooperation response genes' which were synergistically regulated by cooperating oncogenic mutations . Based on their observations that the malignant state depended on a similar set of genes in both experimental systems, the investigators suggested that cooperation response genes may broadly contribute to the generation and maintenance of the cancer cell phenotype in a variety of contexts. It is notable therefore that HMGA2 and PLAC8 were among the genes that we identified. HMGA2 belongs to the high mobility group AT-hook family of architectural nuclear factors involved in chromatin remodeling and gene transcription. It is predominantly expressed during normal embryonic development, but has been implicated as contributing to the transformed phenotype and poor prognosis of a wide variety of human neoplasms [81, 82] including hematologic malignancies [83–85]. The PLAC8 gene encodes a cysteine-rich protein of unknown function which has been suggested to be involved in cell survival and transformation . It was the top-ranked cooperation response gene identified by Land and colleagues whose perturbation in both murine and human colon cancer cells inhibited tumor formation in mice . Increased expression of PLAC8 has been reported in putative cancer stem cells in liver and breast cancer cell lines [86, 87]. More intriguing, the PLAC8 gene was among the gene signatures predictive of relapse in ALL patients in two recent studies [88, 89]. In particular, in a study of 50 T-ALL patients, PLAC8 was one of 5 genes that accurately predicted clinical outcome . The accumulated data thus support the idea that HMGA2 and PLAC8 may play a central role in the malignant phenotype of a broad spectrum of cancers of diverse origins.
Despite the fact that the oncogenic function of TLX1 and NOTCH1 is well established in T-ALL, the mechanistic basis of their cooperation remained to be clarified. Our data suggest that in the process of leukemic transformation TLX1 enhances NOTCH signaling output and that both factors contribute to T-ALL cell survival and differentiation arrest. We believe that a search for the common gates targeted by these cooperating genetic lesions will help to better understand the nature of the disease and lead to the development of more effective and less toxic therapeutic regimens. The TLX1/NOTCH 'cooperation response genes' listed in Table 1, especially HMGA2 and PLAC8, represent attractive candidates for further studies along these lines.
shRNA knockdown and gene transfer experiments
ALL-SIL cells were cultured as previously described . TLX1 shRNA knockdown analyses were performed as previously reported  with the following modifications. TLX1 shRNAs were obtained from the MISSION™ TRC TLX1 shRNA target set (Cat. No. NM_005521, Sigma-Aldrich) cloned into the pLKO.1-puro lentiviral vector backbone : TRCN0000014993 (designated TLX1 shRNA93) targets sequences within the TLX1 3' noncoding region and TRCN0000014995 (designated TLX1 shRNA95) targets the TLX1 coding region. The pLKO.1-CFP-TLX1 shRNA93, pLKO.1-CFP-TLX1 shRNA95 and pLKO.1-CFP lentiviral vectors were created by replacing the puromycin resistance genes in the corresponding pLKO.1-puro plasmids with the enhanced cyan fluorescent protein (CFP) gene from the MCIN retroviral vector [91, 92]. The resulting pLKO.1-CFP lentiviral vector backbone was also used to generate panTLE knockdown ALL-SIL cells. The TLE shRNAs were based on an shRNA (TLE1/4si2) previously shown to efficiently knock down TLE1 and TLE4 in human leukemia cells . The TLE shRNA target sequences were as follows: shRNA1/4, GGTCTGCTTCTCATGCTGCAG, which targets sequences in common to both TLE1 and TLE4; shRNA2, GGTTTGCTTCTCCTGCTGCAG, and shRNA3, AGTCTGCTTCTCCTGCTGCAG, which target the corresponding regions in TLE2 and TLE3. Double-stranded DNAs including the 21-mer TLE shRNA sequences  were ligated into the Age I-Eco RI sites of pLKO.1-CFP. The TLX1 wild-type, and the TLX1 N51A and TLX1 F19E mutant coding regions were previously described [49, 53]; these were inserted into the MSCV-GW retroviral vector that coexpresses the enhanced green fluorescent protein (GFP) gene . MYC retroviral expression vectors were constructed by cloning the MYC wild-type and MYC ΔC (amino acids 127-189 deleted) mutant coding regions  (provided by Dr. William Tansey, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY) into the MSCV-RW retroviral vector in which the GFP gene in MSCV-GW was replaced with the DsRed-Express2 red fluorescent protein (RFP) gene  (provided by Dr. Benjamin Glick, The University of Chicago, Chicago, IL). A lentiviral vector that coexpresses a constitutively active form of NOTCH1 encoding the intracellular domain of the human NOTCH1 receptor (ICN1; codons 1770-2555) (provided by Dr. Warren Pear, University of Pennsylvania School of Medicine, Philadelphia, PA)  and RFP was previously described .
Vesicular stomatitis virus (VSV)-G glycoprotein-pseudotyped lentiviral vector particles were produced by transiently transfecting the lentiviral vector plasmids (15 μg), the packaging plasmid pCMVΔR8.91 (10 μg) and the VSV-G protein envelope plasmid pMD.G (5 μg) into subconfluent human embryonic kidney 293T cells by the calcium phosphate precipitation method , and were used to transduce ALL-SIL cells as previously described . Amphotropic retroviral particles were similarly produced by transiently transfecting 293T cells with retroviral vector plasmids (10 μg) and the pCL-Ampho packaging construct (10 μg), and were used to transduce ALL-SIL cells as previously described .
Fluorescence activated cell sorting and analysis
Vector-transduced ALL-SIL cells expressing CFP, GFP and/or RFP were sorted on a FACSAria instrument (BD Biosciences) equipped with 407-nm solid state, 488-nm solid state and 633-nm HeNe lasers [91, 92]. Where indicated, the cells were stained with anti-CD1b-Alexa Fluor 647 and anti-CD55-PE monoclonal antibodies prior to sorting. Other monoclonal antibodies included, anti-CD4-FITC, anti-CD4-PE, anti-CD8-FITC and anti-CD8-PE (all purchased from eBioscience). Cell staining was carried out with saturating concentrations of reagents as described  and flow cytometry data was analyzed using FACSDiva software (BD Biosciences).
Cell growth assays
ALL-SIL cell populations expressing fluorescent protein reporters (CFP, GFP or RFP) were mixed in equal proportions and periodically analyzed by flow cytometric monitoring. In some experiments, cell growth was measured using the alamarBlue cell viability and proliferation reagent (Invitrogen) as previously described . Where indicated, ALL-SIL cell populations were treated with the GSI, Compound E, at 500 nM for 24 hours  or 2 weeks , or with the MYC chemical inhibitor 10058-F4 (both from Calbiochem, EMD Chemicals) at the indicated concentrations as previously described [65, 66]. MG132 and cycloheximide were from Sigma-Aldrich. Mock-treated cultures contained 0.05% dimethylsulfoxide (DMSO) as solvent vehicle control.
Quantitative real-time RT-PCR validation and analysis of genes
Real-time qRT-PCR was performed using the Power SYBR Green reagent (Applied Biosystems) on an ABI Prism 7000 Sequence Detection System as previously described [76, 98]. Primers: TLX1 coding (CATCGACCAGATCCTCAACA, CAGCCAAGGCCGTATTCTC); TLX1 3' noncoding (GTCACTGTCCCTCCTGGTGT, GCCTGATCGTAAGGTCCAAA); L1TD1 (ACGCCAGGGTGACTACAAAC, GCTGTCCATCCTTCTGGGTA); OR10R2 (CTTTCTGTGGCCAGGACAAT, AACCCATCACACCCAATAGC); HMGA2 (ACTTCAGCCCAGGGACAAC, CTTCCCCTGGGTCTCTTAGG); DTX1 (GCTAATTGTCTTCGGCCAAC, GCTGGCATCCCTTTAAATCTT); CD1B (GCTCCTTTTGCTATGCCTTG, TATTGCGAATGGGAGAGGAG); RAG1 (TGTTTAATGGCTTCCAAGAGC, ACACAGGTCCCCTGAATCAA); SH3BP5 (GATGCGGTGTTGGTGCTG, AGAAATGGCATCAGGCTCAG); SLC44A1 (TCAAATGCTTGCTATACAATCTGA, CGTAGAACTCTGGATACTCAATGAA); PLAC8 (GGAGAGCCATGCGTACTTTC, CAAGCTGAAGAGGTGTCTGCT); GAS1 (CGGAGCTTGACTTCTTGGAC, CGTCCTGAACACTGCAGCTA). qRT-PCR controls, MAPK1, PGK1 and POLR2A, were selected based on the cDNA hybridization data and confirmed not to show any changes in expression under the experimental conditions studied. Primers: MAPK1 (CCAGATCCTCAGAGGGTTAAAA, ATCACAGGTGGTGTTGAGCA); POLR2A (AAGATCCTTCCTTGCCTGTG, GCTTTGTTCTTCCCGAGGAT) and PGK1 (CAGTTTGGAGCTCCTGGAAG, AGTTGACTTAGGGGCTGTGC). The data were normalized per MAPK1 expression levels.
Western blotting was performed essentially as previously described [53, 60, 76, 97]. Antibodies were: TLX1(c-18, sc880), MYC (c-33, sc-42 and N-262, sc-764), TLE1(M101, sc-9121) and TLE (C-19, sc-13373) from Santa Cruz; and anti-Cleaved NOTCH1 (Val1744) from Cell Signaling.
Microarray gene expression analysis
RNA samples were analyzed with a cDNA microarray (TIGR 40 K microarray) as previously described . In brief, total RNA was prepared using Trizol reagent (Invitrogen) and the RNeasy mini kit (QIAGEN) as per the manufacturers' instructions. Expression analysis of ALL-SIL cells for a particular TLX1 level was derived from three to four independent GSI and DMSO control treatments. For statistical analysis, a biological replicate hybridization experiment was defined as an independent treatment. A hybridization experiment consisted of Cy5-labeled cDNA that was reverse transcribed from 15 μg of total RNA and cohybridized with Cy3-labeled cDNA synthesized from an equal amount of the Stratagene Universal Human Reference RNA, as described [99, 100]. Hybridizations were performed for 18-24 hours at 42°C followed by washing in decreasing concentrations of SSC at room temperature and spun dry. Microarray platform, image scanning, fluorescence intensity measurements, normalization across replicate experiments, experimental noise determination, cluster analysis and candidate signature gene identification were performed as previously described [101–104].
Unless noted otherwise, the Student's unpaired t test was used to compare differences between indicated groups. A P value < 0.05 was considered significant.
We gratefully acknowledge Ali Ramezani for consultation and help with the TLE shRNA lentiviral vector constructions, and we thank Sara Karandish for technical assistance. This work was supported in part by National Institutes of Health grants R01HL66305 (RGH), R01HL65519 (RGH) and R01CA120316 (NHL), and by an Elaine H. Snyder Cancer Research Award and the King Fahd Endowment Fund from The George Washington University Medical Center (RGH).
- Hueber SD, Bezdan D, Henz SR, Blank M, Wu H, Lohmann I: Comparative analysis of Hox downstream genes in Drosophila. Development. 2007, 134: 381-392. 10.1242/dev.02746PubMedView ArticleGoogle Scholar
- Hombria JC, Lovegrove B: Beyond homeosis--HOX function in morphogenesis and organogenesis. Differentiation. 2003, 71: 461-476. 10.1046/j.1432-0436.2003.7108004.xPubMedView ArticleGoogle Scholar
- Owens BM, Hawley RG: HOX and non-HOX homeobox genes in leukemic hematopoiesis. Stem Cells. 2002, 20: 364-379. 10.1634/stemcells.20-5-364PubMedView ArticleGoogle Scholar
- Shah N, Sukumar S: The Hox genes and their roles in oncogenesis. Nat Rev Cancer. 2010, 10: 361-371. 10.1038/nrc2826PubMedView ArticleGoogle Scholar
- Holland PW, Booth HA, Bruford EA: Classification and nomenclature of all human homeobox genes. BMC Biol. 2007, 5: 47- 10.1186/1741-7007-5-47PubMed CentralPubMedView ArticleGoogle Scholar
- Roberts CW, Shutter JR, Korsmeyer SJ: Hox11 controls the genesis of the spleen. Nature. 1994, 368: 747-749. 10.1038/368747a0PubMedView ArticleGoogle Scholar
- Cheng L, Arata A, Mizuguchi R, Qian Y, Karunaratne A, Gray PA, Arata S, Shirasawa S, Bouchard M, Luo P, Chen CL, Busslinger M, Goulding M, Onimaru H, Ma Q: Tlx3 and Tlx1 are post-mitotic selector genes determining glutamatergic over GABAergic cell fates. Nat Neurosci. 2004, 7: 510-517. 10.1038/nn1221PubMedView ArticleGoogle Scholar
- Aifantis I, Raetz E, Buonamici S: Molecular pathogenesis of T-cell leukaemia and lymphoma. Nat Rev Immunol. 2008, 8: 380-390. 10.1038/nri2304PubMedView ArticleGoogle Scholar
- Hawley RG, Fong AZC, Lu M, Hawley TS: The HOX11 homeobox-containing gene of human leukemia immortalizes murine hematopoietic precursors. Oncogene. 1994, 9: 1-12.PubMedGoogle Scholar
- Hawley RG, Fong AZC, Reis MD, Zhang N, Lu M, Hawley TS: Transforming function of the HOX11/TCL3 homeobox gene. Cancer Res. 1997, 57: 337-345.PubMedGoogle Scholar
- Weng AP, Ferrando AA, Lee W, Morris JP, Silverman LB, Sanchez-Irizarry C, Blacklow SC, Look AT, Aster JC: Activating mutations of NOTCH1 in human T cell acute lymphoblastic leukemia. Science. 2004, 306: 269-271. 10.1126/science.1102160PubMedView ArticleGoogle Scholar
- Aster JC, Pear WS, Blacklow SC: Notch signaling in leukemia. Annu Rev Pathol. 2008, 3: 587-613. 10.1146/annurev.pathmechdis.3.121806.154300PubMedView ArticleGoogle Scholar
- Asnafi V, Buzyn A, Le NS, Baleydier F, Simon A, Beldjord K, Reman O, Witz F, Fagot T, Tavernier E, Turlure P, Leguay T, Huguet F, Vernant JP, Daniel F, Bene MC, Ifrah N, Thomas X, Dombret H, Macintyre E: NOTCH1FBXW7 mutation identifies a large subgroup with favorable outcome in adult T-cell acute lymphoblastic leukemia (T-ALL): a Group for Research on Adult Acute Lymphoblastic Leukemia (GRAALL) study. Blood. 2009, 113: 3918-3924. 10.1182/blood-2008-10-184069PubMedView ArticleGoogle Scholar
- Palomero T, Lim WK, Odom DT, Sulis ML, Real PJ, Margolin A, Barnes KC, O'Neil J, Neuberg D, Weng AP, Aster JC, Sigaux F, Soulier J, Look AT, Young RA, Califano A, Ferrando AA: NOTCH1 directly regulates c-MYC and activates a feed-forward-loop transcriptional network promoting leukemic cell growth. Proc Natl Acad Sci USA. 2006, 103: 18261-18266. 10.1073/pnas.0606108103PubMed CentralPubMedView ArticleGoogle Scholar
- Weng AP, Millholland JM, Yashiro-Ohtani Y, Arcangeli ML, Lau A, Wai C, Del BC, Rodriguez CG, Sai H, Tobias J, Li Y, Wolfe MS, Shachaf C, Felsher D, Blacklow SC, Pear WS, Aster JC: c-Myc is an important direct target of Notch1 in T-cell acute lymphoblastic leukemia/lymphoma. Genes Dev. 2006, 20: 2096-2109. 10.1101/gad.1450406PubMed CentralPubMedView ArticleGoogle Scholar
- Chan SM, Weng AP, Tibshirani R, Aster JC, Utz PJ: Notch signals positively regulate activity of the mTOR pathway in T-cell acute lymphoblastic leukemia. Blood. 2007, 110: 278-286. 10.1182/blood-2006-08-039883PubMed CentralPubMedView ArticleGoogle Scholar
- Palomero T, Sulis ML, Cortina M, Real PJ, Barnes K, Ciofani M, Caparros E, Buteau J, Brown K, Perkins SL, Bhagat G, Agarwal AM, Basso G, Castillo M, Nagase S, Cordon-Cardo C, Parsons R, Zuniga-Pflucker JC, Dominguez M, Ferrando AA: Mutational loss of PTEN induces resistance to NOTCH1 inhibition in T-cell leukemia. Nat Med. 2007, 13: 1203-1210. 10.1038/nm1636PubMed CentralPubMedView ArticleGoogle Scholar
- Vilimas T, Mascarenhas J, Palomero T, Mandal M, Buonamici S, Meng F, Thompson B, Spaulding C, Macaroun S, Alegre ML, Kee BL, Ferrando A, Miele L, Aifantis I: Targeting the NF-κB signaling pathway in Notch1-induced T-cell leukemia. Nat Med. 2007, 13: 70-77. 10.1038/nm1524PubMedView ArticleGoogle Scholar
- Buonamici S, Trimarchi T, Ruocco MG, Reavie L, Cathelin S, Mar BG, Klinakis A, Lukyanov Y, Tseng JC, Sen F, Gehrie E, Li M, Newcomb E, Zavadil J, Meruelo D, Lipp M, Ibrahim S, Efstratiadis A, Zagzag D, Bromberg JS, Dustin ML, Aifantis I: CCR7 signalling as an essential regulator of CNS infiltration in T-cell leukaemia. Nature. 2009, 459: 1000-1004. 10.1038/nature08020PubMed CentralPubMedView ArticleGoogle Scholar
- Radtke F, Wilson A, Mancini SJ, MacDonald HR: Notch regulation of lymphocyte development and function. Nat Immunol. 2004, 5: 247-253. 10.1038/ni1045PubMedView ArticleGoogle Scholar
- Maillard I, Fang T, Pear WS: Regulation of lymphoid development differentiation, and function by the Notch pathway. Annu Rev Immunol. 2005, 23: 945-974. 10.1146/annurev.immunol.23.021704.115747PubMedView ArticleGoogle Scholar
- Staal FJ, Weerkamp F, Langerak AW, Hendriks RW, Clevers HC: Transcriptional control of T lymphocyte differentiation. Stem Cells. 2001, 19: 165-179. 10.1634/stemcells.19-3-165PubMedView ArticleGoogle Scholar
- Carrasco YR, Navarro MN, de Yebenes V, Ramiro AR, Toribio ML: Regulation of surface expression of the human pre-T cell receptor complex. Semin Immunol. 2002, 14: 325-334. 10.1016/S1044-5323(02)00065-9PubMedView ArticleGoogle Scholar
- Ciofani M, Schmitt TM, Ciofani A, Michie AM, Cuburu N, Aublin A, Maryanski JL, Zúñiga-Pflücker JC: Obligatory role for cooperative signaling by pre-TCR and Notch during thymocyte differentiation. J Immunol. 2004, 172: 5230-5239.PubMedView ArticleGoogle Scholar
- Rothenberg EV: Negotiation of the T lineage fate decision by transcription-factor interplay and microenvironmental signals. Immunity. 2007, 26: 690-702. 10.1016/j.immuni.2007.06.005PubMedView ArticleGoogle Scholar
- Maillard I, Tu L, Sambandam A, Yashiro-Ohtani Y, Millholland J, Keeshan K, Shestova O, Xu L, Bhandoola A, Pear WS: The requirement for Notch signaling at the β-selection checkpoint in vivo is absolute and independent of the pre-T cell receptor. J Exp Med. 2006, 203: 2239-2245. 10.1084/jem.20061020PubMed CentralPubMedView ArticleGoogle Scholar
- Ciofani M, Zúñiga-Pflücker JC: Notch promotes survival of pre-T cells at the β-selection checkpoint by regulating cellular metabolism. Nat Immunol. 2005, 6: 881-888. 10.1038/ni1234PubMedView ArticleGoogle Scholar
- Li F, Wang Y, Zeller KI, Potter JJ, Wonsey DR, O'Donnell KA, Kim JW, Yustein JT, Lee LA, Dang CV: Myc stimulates nuclearly encoded mitochondrial genes and mitochondrial biogenesis. Mol Cell Biol. 2005, 25: 6225-6234. 10.1128/MCB.25.14.6225-6234.2005PubMed CentralPubMedView ArticleGoogle Scholar
- Douglas NC, Jacobs H, Bothwell AL, Hayday AC: Defining the specific physiological requirements for c-Myc in T cell development. Nat Immunol. 2001, 2: 307-315. 10.1038/86308PubMedView ArticleGoogle Scholar
- Dose M, Khan I, Guo Z, Kovalovsky D, Krueger A, von BH, Khazaie K, Gounari F: c-Myc mediates pre-TCR-induced proliferation but not developmental progression. Blood. 2006, 108: 2669-2677. 10.1182/blood-2006-02-005900PubMed CentralPubMedView ArticleGoogle Scholar
- Lee MS, Hanspers K, Barker CS, Korn AP, McCune JM: Gene expression profiles during human CD4+ T cell differentiation. Int Immunol. 2004, 16: 1109-1124. 10.1093/intimm/dxh112PubMedView ArticleGoogle Scholar
- Soulier J, Clappier E, Cayuela JM, Regnault A, Garcia-Peydro M, Dombret H, Baruchel A, Toribio ML, Sigaux F: HOXA genes are included in genetic and biologic networks defining human acute T-cell leukemia (T-ALL). Blood. 2005, 106: 274-286. 10.1182/blood-2004-10-3900PubMedView ArticleGoogle Scholar
- Ferrando AA, Neuberg DS, Staunton J, Loh ML, Huard C, Raimondi SC, Behm FG, Pui CH, Downing JR, Gilliland DG, Lander ES, Golub TR, Look AT: Gene expression signatures define novel oncogenic pathways in T cell acute lymphoblastic leukemia. Cancer Cell. 2002, 1: 75-87. 10.1016/S1535-6108(02)00018-1PubMedView ArticleGoogle Scholar
- Asnafi V, Beldjord K, Libura M, Villarese P, Millien C, Ballerini P, Kuhlein E, Lafage-Pochitaloff M, Delabesse E, Bernard O, Macintyre E: Age-related phenotypic and oncogenic differences in T-acute lymphoblastic leukemias may reflect thymic atrophy. Blood. 2004, 104: 4173-4180. 10.1182/blood-2003-11-3944PubMedView ArticleGoogle Scholar
- Bergeron J, Clappier E, Radford I, Buzyn A, Millien C, Soler G, Ballerini P, Thomas X, Soulier J, Dombret H, Macintyre EA, Asnafi V: Prognostic and oncogenic relevance of TLX1/HOX11 expression level in T-ALLs. Blood. 2007, 110: 2324-2330. 10.1182/blood-2007-04-079988PubMedView ArticleGoogle Scholar
- van Grotel M, Meijerink JP, van Wering ER, Langerak AW, Beverloo HB, Buijs-Gladdines JG, Burger NB, Passier M, van Lieshout EM, Kamps WA, Veerman AJ, van Noesel MM, Pieters R: Prognostic significance of molecular-cytogenetic abnormalities in pediatric T-ALL is not explained by immunophenotypic differences. Leukemia. 2008, 22: 124-131. 10.1038/sj.leu.2404957PubMedView ArticleGoogle Scholar
- Bray SJ: Notch signalling: a simple pathway becomes complex. Nat Rev Mol Cell Biol. 2006, 7: 678-689. 10.1038/nrm2009PubMedView ArticleGoogle Scholar
- Barolo S, Stone T, Bang AG, Posakony JW: Default repression and Notch signaling: Hairless acts as an adaptor to recruit the corepressors Groucho and dCtBP to Suppressor of Hairless. Genes Dev. 2002, 16: 1964-1976. 10.1101/gad.987402PubMed CentralPubMedView ArticleGoogle Scholar
- Oswald F, Kostezka U, Astrahantseff K, Bourteele S, Dillinger K, Zechner U, Ludwig L, Wilda M, Hameister H, Knochel W, Liptay S, Schmid RM: SHARP is a novel component of the Notch/RBP-Jκ signalling pathway. EMBO J. 2002, 21: 5417-5426. 10.1093/emboj/cdf549PubMed CentralPubMedView ArticleGoogle Scholar
- Borggrefe T, Oswald F: The Notch signaling pathway: transcriptional regulation at Notch target genes. Cell Mol Life Sci. 2009, 66: 1631-1646. 10.1007/s00018-009-8668-7PubMedView ArticleGoogle Scholar
- Fraga MF, Berdasco M, Ballestar E, Ropero S, Lopez-Nieva P, Lopez-Serra L, Martin-Subero JI, Calasanz MJ, Lopez dS I, Setien F, Casado S, Fernandez AF, Siebert R, Stifani S, Esteller M: Epigenetic inactivation of the Groucho homologue gene TLE1 in hematologic malignancies. Cancer Res. 2008, 68: 4116-4122. 10.1158/0008-5472.CAN-08-0085PubMedView ArticleGoogle Scholar
- Agrawal S, Archer C, Schaffer DV: Computational models of the Notch network elucidate mechanisms of context-dependent signaling. PLoS Comput Biol. 2009, 5: e1000390- 10.1371/journal.pcbi.1000390PubMed CentralPubMedView ArticleGoogle Scholar
- Grbavec D, Stifani S: Molecular interaction between TLE1 and the carboxyl-terminal domain of HES-1 containing the WRPW motif. Biochem Biophys Res Commun. 1996, 223: 701-705. 10.1006/bbrc.1996.0959PubMedView ArticleGoogle Scholar
- Hasson P, Paroush Z: Crosstalk between the EGFR and other signalling pathways at the level of the global transcriptional corepressor Groucho/TLE. Br J Cancer. 2006, 94: 771-775. 10.1038/sj.bjc.6603019PubMed CentralPubMedView ArticleGoogle Scholar
- Orian A, Delrow JJ, Rosales Nieves AE, Abed M, Metzger D, Paroush Z, Eisenman RN, Parkhurst SM: A Myc-Groucho complex integrates EGF and Notch signaling to regulate neural development. Proc Natl Acad Sci USA. 2007, 104: 15771-15776. 10.1073/pnas.0707418104PubMed CentralPubMedView ArticleGoogle Scholar
- Buscarlet M, Stifani S: The 'Marx' of Groucho on development and disease. Trends Cell Biol. 2007, 17: 353-361. 10.1016/j.tcb.2007.07.002PubMedView ArticleGoogle Scholar
- Dayyani F, Wang J, Yeh JR, Ahn EY, Tobey E, Zhang DE, Bernstein ID, Peterson RT, Sweetser DA: Loss of TLE1 and TLE4 from the del(9q) commonly deleted region in AML cooperates with AML1-ETO to affect myeloid cell proliferation and survival. Blood. 2008, 111: 4338-4347. 10.1182/blood-2007-07-103291PubMed CentralPubMedView ArticleGoogle Scholar
- Smith ST, Jaynes JB: A conserved region of engrailed shared among all en-, gsc-, Nk1-, Nk2- and msh-class homeoproteins mediates active transcriptional repression in vivo. Development. 1996, 122: 3141-3150.PubMed CentralPubMedGoogle Scholar
- Riz I, Lee HJ, Baxter KK, Behnam R, Hawley TS, Hawley RG: Transcriptional activation by TLX1/HOX11 involves Gro/TLE corepressors. Biochem Biophys Res Commun. 2009, 380: 361-365. 10.1016/j.bbrc.2009.01.099PubMed CentralPubMedView ArticleGoogle Scholar
- Riz I, Hawley TS, Johnston H, Hawley RG: Role of TLX1 in T-cell acute lymphoblastic leukaemia pathogenesis. Br J Haematol. 2009, 145: 140-143. 10.1111/j.1365-2141.2008.07556.xPubMed CentralPubMedView ArticleGoogle Scholar
- Teramoto H, Miwa H, Patel V, Letwin N, Castellone MD, Imai N, Shikami M, Imamura A, Gutkind JS, Nitta M, Lee NH: Gene expression changes in a patient presenting nonleukaemic nasal granulocytic sarcoma to acute myelogenous leukaemia using 40 K cDNA microarray. Clin Lab Haematol. 2006, 28: 262-266. 10.1111/j.1365-2257.2006.00803.xPubMedView ArticleGoogle Scholar
- Lee JK, Bussey KJ, Gwadry FG, Reinhold W, Riddick G, Pelletier SL, Nishizuka S, Szakacs G, Annereau JP, Shankavaram U, Lababidi S, Smith LH, Gottesman MM, Weinstein JN: Comparing cDNA and oligonucleotide array data: concordance of gene expression across platforms for the NCI-60 cancer cells. Genome Biol. 2003, 4: R82- 10.1186/gb-2003-4-12-r82PubMed CentralPubMedView ArticleGoogle Scholar
- Owens BM, Zhu YX, Suen TC, Wang PX, Greenblatt JF, Goss PE, Hawley RG: Specific homeodomain-DNA interactions are required for HOX11-mediated transformation. Blood. 2003, 101: 4966-4974. 10.1182/blood-2002-09-2857PubMedView ArticleGoogle Scholar
- Rice KL, Kees UR, Greene WK: Transcriptional regulation of FHL1 by TLX1/HOX11 is dosage cell-type and promoter context-dependent. Biochem Biophys Res Commun. 2008, 367: 707-713. 10.1016/j.bbrc.2007.12.005PubMedView ArticleGoogle Scholar
- Greene WK, Bahn S, Masson N, Rabbitts TH: The T-cell oncogenic protein HOX11 activates Aldh1 expression in NIH 3T3 cells but represses its expression in mouse spleen development. Mol Cell Biol. 1998, 18: 7030-7037.PubMed CentralPubMedView ArticleGoogle Scholar
- McMurray HR, Sampson ER, Compitello G, Kinsey C, Newman L, Smith B, Chen SR, Klebanov L, Salzman P, Yakovlev A, Land H: Synergistic response to oncogenic mutations defines gene class critical to cancer phenotype. Nature. 2008, 453: 1112-1116. 10.1038/nature06973PubMed CentralPubMedView ArticleGoogle Scholar
- Gupta-Rossi N, Le BO, Gonen H, Brou C, Logeat F, Six E, Ciechanover A, Israel A: Functional interaction between SEL-10, an F-box protein and the nuclear form of activated Notch1 receptor. J Biol Chem. 2001, 276: 34371-34378. 10.1074/jbc.M101343200PubMedView ArticleGoogle Scholar
- Margolin AA, Palomero T, Sumazin P, Califano A, Ferrando AA, Stolovitzky G: ChIP-on-chip significance analysis reveals large-scale binding and regulation by human transcription factor oncogenes. Proc Natl Acad Sci USA. 2009, 106: 244-249. 10.1073/pnas.0806445106PubMed CentralPubMedView ArticleGoogle Scholar
- Dohda T, Maljukova A, Liu L, Heyman M, Grander D, Brodin D, Sangfelt O, Lendahl U: Notch signaling induces SKP2 expression and promotes reduction of p27Kip1 in T-cell acute lymphoblastic leukemia cell lines. Exp Cell Res. 2007, 313: 3141-3152. 10.1016/j.yexcr.2007.04.027PubMedView ArticleGoogle Scholar
- Riz I, Hawley RG: G1/S transcriptional networks modulated by the HOX11/TLX1 oncogene of T-cell acute lymphoblastic leukemia. Oncogene. 2005, 24: 5561-5575. 10.1038/sj.onc.1208727PubMed CentralPubMedView ArticleGoogle Scholar
- Zhou X, Benson KF, Ashar HR, Chada K: Mutation responsible for the mouse pygmy phenotype in the developmentally regulated factor HMGI-C. Nature. 1995, 376: 771-774. 10.1038/376771a0PubMedView ArticleGoogle Scholar
- Zhou X, Benson KF, Przybysz K, Liu J, Hou Y, Cherath L, Chada K: Genomic structure and expression of the murine Hmgi-c gene. Nucleic Acids Res. 1996, 24: 4071-4077. 10.1093/nar/24.20.4071PubMed CentralPubMedView ArticleGoogle Scholar
- Li O, Li J, Droge P: DNA architectural factor and proto-oncogene HMGA2 regulates key developmental genes in pluripotent human embryonic stem cells. FEBS Lett. 2007, 581: 3533-3537. 10.1016/j.febslet.2007.06.072PubMedView ArticleGoogle Scholar
- Wong DJ, Liu H, Ridky TW, Cassarino D, Segal E, Chang HY: Module map of stem cell genes guides creation of epithelial cancer stem cells. Cell Stem Cell. 2008, 2: 333-344. 10.1016/j.stem.2008.02.009PubMed CentralPubMedView ArticleGoogle Scholar
- Gomez-Curet I, Perkins RS, Bennett R, Feidler KL, Dunn SP, Krueger LJ: c-Myc inhibition negatively impacts lymphoma growth. J Pediatr Surg. 2006, 41: 207-211. 10.1016/j.jpedsurg.2005.10.025PubMedView ArticleGoogle Scholar
- Huang MJ, Cheng YC, Liu CR, Lin S, Liu HE: A small-molecule c-Myc inhibitor 10058-F4, induces cell-cycle arrest apoptosis, and myeloid differentiation of human acute myeloid leukemia. Exp Hematol. 2006, 34: 1480-1489. 10.1016/j.exphem.2006.06.019PubMedView ArticleGoogle Scholar
- Tworkowski KA, Salghetti SE, Tansey WP: Stable and unstable pools of Myc protein exist in human cells. Oncogene. 2002, 21: 8515-8520. 10.1038/sj.onc.1205976PubMedView ArticleGoogle Scholar
- McMahon SB, Van Buskirk HA, Dugan KA, Copeland TD, Cole MD: The novel ATM-related protein TRRAP is an essential cofactor for the c-Myc and E2F oncoproteins. Cell. 1998, 94: 363-374. 10.1016/S0092-8674(00)81479-8PubMedView ArticleGoogle Scholar
- Rogulski K, Li Y, Rothermund K, Pu L, Watkins S, Yi F, Prochownik EV: Onzin, a c-Myc-repressed target promotes survival and transformation by modulating the Akt-Mdm2-p53 pathway. Oncogene. 2005, 24: 7524-7541. 10.1038/sj.onc.1208897PubMedView ArticleGoogle Scholar
- Cox CV, Martin HM, Kearns PR, Virgo P, Evely RS, Blair A: Characterization of a progenitor cell population in childhood T-cell acute lymphoblastic leukemia. Blood. 2007, 109: 674-682. 10.1182/blood-2006-06-030445PubMedView ArticleGoogle Scholar
- Borgulya P, Kishi H, Uematsu Y, von Boehmer H: Exclusion and inclusion of α and β T cell receptor alleles. Cell. 1992, 69: 529-537. 10.1016/0092-8674(92)90453-JPubMedView ArticleGoogle Scholar
- Bassing CH, Swat W, Alt FW: The mechanism and regulation of chromosomal V(D)J recombination. Cell. 2002, 109 (Suppl): S45-S55. 10.1016/S0092-8674(02)00675-XPubMedView ArticleGoogle Scholar
- Dear TN, Sanchez-Garcia I, Rabbitts TH: The HOX11 gene encodes a DNA-binding nuclear transcription factor belonging to a distinct family of homeobox genes. Proc Natl Acad Sci USA. 1993, 90: 4431-4435. 10.1073/pnas.90.10.4431PubMed CentralPubMedView ArticleGoogle Scholar
- Masson N, Greene WK, Rabbitts TH: Optimal activation of an endogenous gene by HOX11 requires the NH2-terminal 50 amino acids. Mol Cell Biol. 1998, 18: 3502-3508.PubMed CentralPubMedView ArticleGoogle Scholar
- Hoffmann K, Dixon DN, Greene WK, Ford J, Taplin R, Kees UR: A microarray model system identifies potential new target genes of the proto-oncogene HOX11. Genes Chromosomes Cancer. 2004, 41: 309-320. 10.1002/gcc.20104PubMedView ArticleGoogle Scholar
- Riz I, Akimov SS, Eaker SS, Baxter KK, Lee HJ, Mariño-Ramírez L, Landsman D, Hawley TS, Hawley RG: TLX1/HOX11-induced hematopoietic differentiation blockade. Oncogene. 2007, 26: 4115-4123. 10.1038/sj.onc.1210185PubMed CentralPubMedView ArticleGoogle Scholar
- Muhr J, Andersson E, Persson M, Jessell TM, Ericson J: Groucho-mediated transcriptional repression establishes progenitor cell pattern and neuronal fate in the ventral neural tube. Cell. 2001, 104: 861-873. 10.1016/S0092-8674(01)00283-5PubMedView ArticleGoogle Scholar
- Nagel S, Venturini L, Przybylski GK, Grabarczyk P, Meyer C, Kaufmann M, Battmer K, Schmidt CA, Drexler HG, Scherr M, MacLeod RA: NK-like homeodomain proteins activate NOTCH3-signaling in leukemic T-cells. BMC Cancer. 2009, 9: 371- 10.1186/1471-2407-9-371PubMed CentralPubMedView ArticleGoogle Scholar
- Kleinmann E, Geimer Le Lay AS, Sellars M, Kastner P, Chan S: Ikaros represses the transcriptional response to Notch signaling in T-cell development. Mol Cell Biol. 2008, 28: 7465-7475. 10.1128/MCB.00715-08PubMed CentralPubMedView ArticleGoogle Scholar
- Hawley RG, Hawley TS, Cantor AB: TLX1 (HOX11) immortalization of embryonic stem cell-derived and primary murine hematopoietic progenitors. Curr Protoc Stem Cell Biol. 2008, 7: 1F.7.1-1F.7.19.Google Scholar
- Yu F, Yao H, Zhu P, Zhang X, Pan Q, Gong C, Huang Y, Hu X, Su F, Lieberman J, Song E: let-7 regulates self renewal and tumorigenicity of breast cancer cells. Cell. 2007, 131: 1109-1123. 10.1016/j.cell.2007.10.054PubMedView ArticleGoogle Scholar
- Fedele M, Fusco A: HMGA and cancer. Biochim Biophys Acta. 2010, 1799: 48-54.PubMedView ArticleGoogle Scholar
- Pierantoni GM, Santulli B, Caliendo I, Pentimalli F, Chiappetta G, Zanesi N, Santoro M, Bulrich F, Fusco A: HMGA2 locus rearrangement in a case of acute lymphoblastic leukemia. Int J Oncol. 2003, 23: 363-367.PubMedGoogle Scholar
- Odero MD, Grand FH, Iqbal S, Ross F, Roman JP, Vizmanos JL, Andrieux J, Lai JL, Calasanz MJ, Cross NC: Disruption and aberrant expression of HMGA2 as a consequence of diverse chromosomal translocations in myeloid malignancies. Leukemia. 2005, 19: 245-252. 10.1038/sj.leu.2403605PubMedView ArticleGoogle Scholar
- Wang GP, Berry CC, Malani N, Leboulch P, Fischer A, Hacein-Bey-Abina S, Cavazzana-Calvo M, Bushman FD: Dynamics of gene-modified progenitor cells analyzed by tracking retroviral integration sites in a human SCID-X1 gene therapy trial. Blood. 2010, 115: 4356-4366. 10.1182/blood-2009-12-257352PubMed CentralPubMedView ArticleGoogle Scholar
- Haraguchi N, Inoue H, Tanaka F, Mimori K, Utsunomiya T, Sasaki A, Mori M: Cancer stem cells in human gastrointestinal cancers. Hum Cell. 2006, 19: 24-29. 10.1111/j.1749-0774.2005.00004.xPubMedView ArticleGoogle Scholar
- Sajithlal GB, Rothermund K, Zhang F, Dabbs DJ, Latimer JJ, Grant SG, Prochownik EV: Permanently blocked stem cells derived from breast cancer cell lines. Stem Cells. 2010, 28: 1008-1018. 10.1002/stem.424PubMedView ArticleGoogle Scholar
- Staal FJ, de Ridder D, Szczepanski T, Schonewille T, van der Linden EC, van Wering ER, van der Velden V, van Dongen JJ: Genome-wide expression analysis of paired diagnosis-relapse samples in ALL indicates involvement of pathways related to DNA replication, cell cycle and DNA repair, independent of immune phenotype. Leukemia. 2010, 24: 491-499. 10.1038/leu.2009.286PubMedView ArticleGoogle Scholar
- Cleaver AL, Beesley AH, Firth MJ, Sturges NC, O'Leary RA, Hunger SP, Baker DL, Kees UR: Gene-based outcome prediction in multiple cohorts of pediatric T-cell acute lymphoblastic leukemia: a Children's Oncology Group study. Mol Cancer. 2010, 9: 105- 10.1186/1476-4598-9-105PubMed CentralPubMedView ArticleGoogle Scholar
- Moffat J, Grueneberg DA, Yang X, Kim SY, Kloepfer AM, Hinkle G, Piqani B, Eisenhaure TM, Luo B, Grenier JK, Carpenter AE, Foo SY, Stewart SA, Stockwell BR, Hacohen N, Hahn WC, Lander ES, Sabatini DM, Root DE: A lentiviral RNAi library for human and mouse genes applied to an arrayed viral high-content screen. Cell. 2006, 124: 1283-1298. 10.1016/j.cell.2006.01.040PubMedView ArticleGoogle Scholar
- Hawley TS, Telford WG, Ramezani A, Hawley RG: Four-color flow cytometric detection of retrovirally expressed red, yellow, green and cyan fluorescent proteins. BioTechniques. 2001, 30: 1028-1034.PubMedGoogle Scholar
- Hawley TS, Telford WG, Hawley RG: "Rainbow" reporters for multispectral marking and lineage analysis of hematopoietic stem cells. Stem Cells. 2001, 19: 118-124. 10.1634/stemcells.19-2-118PubMedView ArticleGoogle Scholar
- Owens BM, Hawley TS, Spain LM, Kerkel KA, Hawley RG: TLX1/HOX11-mediated disruption of primary thymocyte differentiation prior to the CD4+CD8+ double-positive stage. Br J Haematol. 2006, 132: 216-229. 10.1111/j.1365-2141.2005.05850.xPubMed CentralPubMedView ArticleGoogle Scholar
- Strack RL, Strongin DE, Bhattacharyya D, Tao W, Berman A, Broxmeyer HE, Keenan RJ, Glick BS: A noncytotoxic DsRed variant for whole-cell labeling. Nat Methods. 2008, 5: 955-957. 10.1038/nmeth.1264PubMed CentralPubMedView ArticleGoogle Scholar
- Pui JC, Allman D, Xu L, DeRocco S, Karnell FG, Bakkour S, Lee JY, Kadesch T, Hardy RR, Aster JC, Pear WS: Notch1 expression in early lymphopoiesis influences B versus T lineage determination. Immunity. 1999, 11: 299-308. 10.1016/S1074-7613(00)80105-3PubMedView ArticleGoogle Scholar
- Ramezani A, Hawley RG: Generation of HIV-1-based lentiviral vector particles. Curr Protoc Mol Biol. 2002, 60: 16.22.1-16.22.15.Google Scholar
- Akimov SS, Ramezani A, Hawley TS, Hawley RG: Bypass of senescence, immortalization and transformation of human hematopoietic progenitor cells. Stem Cells. 2005, 23: 1423-1433. 10.1634/stemcells.2005-0390PubMed CentralPubMedView ArticleGoogle Scholar
- Krasnoselskaya-Riz I, Spruill A, Chen YW, Schuster D, Teslovich T, Baker C, Kumar A, Stephan DA: Nuclear factor 90 mediates activation of the cellular antiviral expression cascade. AIDS Res Hum Retroviruses. 2002, 18: 591-604. 10.1089/088922202753747941PubMedView ArticleGoogle Scholar
- Teramoto H, Malek RL, Behbahani B, Castellone MD, Lee NH, Gutkind JS: Identification of H-Ras, RhoA, Rac1 and Cdc42 responsive genes. Oncogene. 2003, 22: 2689-2697. 10.1038/sj.onc.1206364PubMedView ArticleGoogle Scholar
- Hu VW, Nguyen A, Kim KS, Steinberg ME, Sarachana T, Scully MA, Soldin SJ, Luu T, Lee NH: Gene expression profiling of lymphoblasts from autistic and nonaffected sib pairs: altered pathways in neuronal development and steroid biosynthesis. PLoS One. 2009, 4: e5775- 10.1371/journal.pone.0005775PubMed CentralPubMedView ArticleGoogle Scholar
- Teramoto H, Castellone MD, Malek RL, Letwin N, Frank B, Gutkind JS, Lee NH: Autocrine activation of an osteopontin-CD44-Rac pathway enhances invasion and transformation by H-RasV12. Oncogene. 2005, 24: 489-501. 10.1038/sj.onc.1208209PubMedView ArticleGoogle Scholar
- Letwin NE, Kafkafi N, Benjamini Y, Mayo C, Frank BC, Luu T, Lee NH, Elmer GI: Combined application of behavior genetics and microarray analysis to identify regional expression themes and gene-behavior associations. J Neurosci. 2006, 26: 5277-5287. 10.1523/JNEUROSCI.4602-05.2006PubMedView ArticleGoogle Scholar
- Goutsias J, Lee NH: Computational and experimental approaches for modeling gene regulatory networks. Curr Pharm Des. 2007, 13: 1415-1436. 10.2174/138161207780765945PubMedView ArticleGoogle Scholar
- Tapocik JD, Letwin N, Mayo CL, Frank B, Luu T, Achinike O, House C, Williams R, Elmer GI, Lee NH: Identification of candidate genes and gene networks specifically associated with analgesic tolerance to morphine. J Neurosci. 2009, 29: 5295-5307. 10.1523/JNEUROSCI.4020-08.2009PubMed CentralPubMedView ArticleGoogle Scholar
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