Although advanced lipidomics technology facilitates quantitation of intracellular lipid components, little is known about the regulation of lipid metabolism in cancer cells. Here, we show that disruption of the Gdpd3 gene encoding a lysophospholipase D enzyme significantly decreased self-renewal capacity in murine chronic myelogenous leukaemia (CML) stem cells in vivo. Sophisticated lipidomics analyses revealed that Gdpd3 deficiency reduced levels of certain lysophosphatidic acids (LPAs) and lipid mediators in CML cells. Loss of Gdpd3 also activated AKT/mTORC1 signalling and cell cycle progression while suppressing Foxo3a/β-catenin interaction within CML stem cell nuclei. Strikingly, CML stem cells carrying a hypomorphic mutation of Lgr4/Gpr48, which encodes a leucine-rich repeat (LRR)-containing G-protein coupled receptor (GPCR) acting downstream of Gdpd3, displayed inadequate disease-initiating capacity in vivo. Our data showing that lysophospholipid metabolism is required for CML stem cell maintenance in vivo establish a new, biologically significant mechanism of cancer recurrence that is independent of oncogene addiction.
Glycerophospholipids (phospholipids) organise the lipid bilayer in a cell’s plasma membrane. These phospholipids are also a source of lipid mediators such as prostaglandins and leukotrienes, which play essential roles in immune responses, inflammation, and cancer development1,2,3. Phospholipids contain two hydrophobic fatty acid chains at the sn-1 and sn-2 sites, and one hydrophilic polar base (choline, serine, inositol or ethanolamine) at the sn-3 site (Fig. 1a, upper right). Since the 1950s, it has been known that glycerol 3-phosphate (G3P) is first converted into lysophosphatidic acids (LPAs) and then into various phospholipids via the Kennedy pathway (the so-called de novo pathway)4, as illustrated in Fig. 1a. To supply a wide variety of lipid molecules, the fatty acid chains and polar bases of phospholipids undergo exchange via the Lands’ cycle (remodelling pathway) to create distinct types of lysophospholipids5,6. These lysophospholipids can then be recycled back into LPAs through the activities of three lysophospholipase D enzymes, namely Autotaxin (ATX), GDPD3 (also termed GDE7), and GDPD1 (GDE4), which have the ability to specifically hydrolyse the polar base at the sn-3 site of a lysophospholipid7,8,9.
Lysophospholipids have only one fatty acid chain at the sn-1 or sn-2 site and so are more water-soluble than phospholipids, allowing them to act as lipid second messengers mediating regulatory signalling. These molecules convey their signalling functions by binding to certain LPA receptors (LPAR1-LPAR6) belonging to the G-protein coupled receptor (GPCR) family10,11. However, the precise roles of lysophospholipid metabolism in cancer cells in general, and in cancer stem cells in particular, are not yet understood. It is known that ATX-disrupted mice exhibit embryonic lethality, and that enforced expression of ATX or LPARs promotes the initiation and metastasis of breast cancer in transgenic mouse strains12,13. In humans, our knowledge is even more limited, although aberrant expression of phosphatidylcholines (PCs) has been detected in patients with colorectal cancer, triple-negative breast cancer, or lung adenocarcinoma14,15,16.
Chronic myelogenous leukaemia (CML) stem cells are the hierarchal apex cells in CML disease. CML stem cells have both the capacity to self-renew and to produce mature CML cells17. Despite their expression of the BCR-ABL1 oncogene, CML stem cells have been reported to maintain their stemness in an oncogene-independent manner18, the mechanism of this maintenance is unknown. Thus, although the advent of tyrosine kinase inhibitors (TKIs) has dramatically improved the prognoses of CML patients, CML stem cells are untouched by TKI treatment and survive to cause the relapse of CML disease19. A cure for CML therefore remains elusive.
The oncogene-independent survival of CML stem cells has spurred many researchers to search for CML stem cell-specific vulnerabilities in the metabolic pathways controlling their energy production, amino acid acquisition, and lipid mediator generation20. For instance, activation of the PPARγ-mediated signalling pathway by its agonist pioglitazone can reduce CML stem cells in human patients21. Among enzymes involved in lipid metabolism, arachidonate 5-lipoxygenase (Alox5) and arachidonate 15-lipoxygenase (Alox15) are known to be essential for CML stem cell survival22,23. When used in combination with the TKI imatinib, prostaglandin E1 (PGE1) can reduce relapse frequency in CML-affected mice24. We previously reported that forkhead O transcription factor 3a (Foxo3a), which is regulated by phosphatidyl-inositol 3-phosphokinase (PI3K) and AKT, plays a crucial part in controlling CML stem cell function25. However, it has been difficult to pin down the biological role of lipidogenesis in the maintenance of CML stem cells.
In this study, we show that the Gdpd3 gene encoding a lysophospholipase D enzyme is more highly expressed in murine CML stem cells than in normal wild-type (WT) haematopoietic stem cells (HSCs). Most importantly, genetically Gdpd3-deficient CML stem cells are impaired in their long-term (LT) self-renewal capacity after serial transplantation. In addition, the mutant cells exhibit a reduced ability to cause disease relapse in TKI-treated recipient mice, indicating that Gdpd3-mediated lysophospholipid metabolism is a major contributor to the maintenance of CML stem cells in vivo. Our results also demonstrate that the lysophospholipid pathway sustains the production of lipid mediators and the expression of GPCR genes (including Lgr4/Gpr48) that are required for CML stem cell function in vivo. Thus, our work has uncovered and linked two features of CML stemness: (1) the lysophospholipase D Gdpd3 is critical for maintaining primitive CML stem cells in an oncogene-independent manner, and (2) lysophospholipid metabolism produces vital lipid mediators and regulates multiple downstream pathways, including GPCR-mediated signalling, that are essential for CML stem cell function.
Gdpd3 contributes to CML stem cell survival in vivo
To identify lipid metabolism-related genes that are differentially expressed in CML stem cells compared to normal WT HSCs, we surveyed an RNA-Seq gene expression profiling dataset that we previously made available to a public database gene expression omnibus (GEO, ID: GSE70031, NCBI, NIH, USA)26. We found that the Gdpd3 gene encoding a lysophospholipase D enzyme was more highly expressed in the most primitive LT-CML stem cells than in normal WT LT-HSCs (Supplementary Fig. 1). This finding prompted us to investigate the biological significance of Gdpd3 and lysophospholipid metabolism in CML stem cells. For this study, we used two CML mouse models: (1) SCL-tTA x TRE-BCR-ABL1 double transgenic CML mice, the so-called tet-inducible CML-affected mouse model27,28, designated herein as tet-CML mice; and (2) the retroviral BCR-ABL1 transduction CML model, termed the retro-CML-affected mouse model, designated herein as retro-CML mice. The latter mutants were derived by bone marrow transplantation (BMT) of murine HSCs that were retrovirally transduced with the BCR-ABL1-ires-EGFP gene, as reported in our earlier study25,26. The tet-CML model is best suited for evaluating the natural development of CML disease in mice, and for examining molecular mechanisms in the most primitive LT-CML stem cells. On the other hand, retro-CML mice are very useful for examining the functionality (i.e., maintenance of CML disease-initiating capacity in vivo) of CML-LSK (Lineage−Sca-1+cKit+) cells during serial BMT.
We first harvested bone marrow mononuclear cells (BMMNCs) from littermate healthy control mice (SCL-tTA+) and tet-CML mice (SCL-tTA+TRE-BCR-ABL1+), and isolated LT-stem cells (CD150+CD48−CD135−LSK), CD48+LSK cells, multipotent progenitors (MPP), and LK (Lineage−Sca-1−cKit+) populations (Supplementary Fig. 2). Application of real-time PCR analysis to these cells revealed that the Gdpd3 gene was more highly expressed in LT-stem cells and CD48+ LSK cells from tet-CML mice compared to the same populations from healthy littermate control mice, but that the same was not true for MPP and LK cells (Fig. 1b). Notably, the transduction of either of two siRNAs targeting mouse Gdpd3 mRNA suppressed the colony-forming capacity of CML-LSK cells (Fig. 1c). This particular gene’s candidacy as a key lipid metabolism enzyme contributing to CML was also bolstered by the results of a preliminary lipidomics analysis (see below).
To examine Gdpd3’s role in CML in vivo, we used genome-editing technology in mouse embryos to successfully establish a Gdpd3-deficient mouse strain (Gdpd3−/−) in which five bp between nucleotides 15 and 19 after the first methionine of the Gdpd3 gene were deleted (Supplementary Fig. 3). Consistent with a previously reported Gdpd3-deficient mutant29, our Gdpd3−/− mice were born at the expected Mendelian ratio and appeared healthy (data not shown). Thus, the Gdpd3-mediated lysophospholipid metabolic pathway is dispensable for normal mouse development and survival. With respect to haematopoesis, whereas the red blood cell (RBC) count and haematocrit (HCT) appeared to increase in Gdpd3−/− mice compared to Gdpd3+/+ mice, no difference was observed in white blood cell (WBC) count (Supplementary Table 1). In addition, no differences were observed in CFU-GM, BFU-E, or CFU-mix populations of BMMNCs, or in the colony-forming capacity of LSK cells isolated from normal healthy Gdpd3+/+ and Gdpd3−/− littermate mice (Fig. 1d; Supplementary Fig. 4). In serial BMT experiments, normal LSK cells from Gdpd3−/− mice maintained their BM reconstitution capacity through the first- and second-rounds of such transplantation in vivo (Supplementary Fig. 5).
We next employed our Gdpd3−/− tet-CML mouse model to evaluate Gdpd3’s function in CML stem cells. The absolute number of LT-CML stem cells was modestly higher in Gdpd3−/− tet-CML-affected mice than in Gdpd3+/+ tet-CML controls (Fig. 1e). Unexpectedly, Gdpd3−/− LT-CML stem cells displayed greater colony-forming capacity than Gdpd3+/+ LT-CML stem cells (Fig. 1f). Consistent with this finding, Gdpd3−/− tet-CML mice developed CML disease more rapidly than Gdpd3+/+ tet-CML mice, usually within three months of CML induction by Dox withdrawal (Fig. 1g). However, this enhanced disease-initiating capacity had attenuated by six months post-Dox withdrawal such that more Gdpd3−/− tet-CML mice survived longer than did Gdpd3+/+ tet-CML mice. These results suggest that, even though the loss of Gdpd3 in CML stem cells initially aggravates CML disease, these cells eventually lose the ability to differentiate into mature CML cells.
To examine the self-renewal capacity of Gdpd3-deficient CML-LSK cells in vivo, we employed our retro-CML model mice25. Consistent with the accelerated initiation of CML disease observed in our tet-CML model, recipient mice transplanted with Gdpd3−/− retro-CML-LSK cells developed CML disease more rapidly than recipients transplanted with Gdpd3+/+ retro-CML-LSK cells (Fig. 2a). However, to our surprise, serial BMT experiments indicated that Gdpd3−/− retro-CML-LSK cells isolated from primary recipients showed a marked decrease in disease-initiating capacity in second-round recipients compared to Gdpd3+/+ retro-CML-LSK cells (Fig. 2b). We next examined the effect of Gdpd3 loss on the absolute number and frequency of BCR-ABL1/EGFP+ CML-LSK cells in first- and second-round BMT recipients. No significant differences were observed in either the frequency or the absolute number of BCR-ABL1/EGFP+ CML-LSK cells in BM of first-round recipients (Fig. 2c; Supplementary Fig. 6a). However, in spleen, the absolute number of CML-LSK cells was dramatically increased in first-round recipients, even though we could not detect a difference in the frequency of these cells (Fig. 2d; Supplementary Fig. 6b). This elevated absolute number of CML-LSK cells in spleen resulted from a higher number of total splenocytes in Gdpd3−/− retro-CML mice compared to Gdpd3+/+ retro-CML mice (data not shown). When we examined second-round recipients, however, we found that CML-LSK cells were dramatically decreased in both BM and spleen of recipients bearing the mutant cells (Fig. 2e, f; Supplementary Fig. 6c, d). These data prompted us to compare the cell cycle distribution of Gdpd3+/+ and Gdpd3−/− CML-LSK cells isolated from retro-CML mice subjected to in vivo BrdU incorporation assays. The frequency of BrdU+ S phase cells in the spleen was strikingly elevated among Gdpd3−/− CML-LSK cells compared to Gdpd3+/+ CML-LSK cells (Fig. 2g, h), with a similar trend in BM (Supplementary Fig. 7). Accordingly, the frequency of BrdU− G0/G1 cells among Gdpd3−/− CML-LSK cells was reduced compared to Gdpd3+/+ CML-LSK cells. These results demonstrate that Gdpd3 deficiency promotes the cell cycle progression of CML stem/progenitor cells, and thus breaks the quiescence essential for maintaining the stemness of CML stem cells in vivo.
LPAs and lipid mediators are decreased in Gdpd3−/−CML cells
Given that the Gdpd3 gene encodes a lysophospholipase D enzyme that hydrolyses lysophospholipids into LPAs8,9, we investigated levels of various LPAs predicted to be products of Gdpd3 activity in BM cells of normal WT, Gdpd3+/+ tet-CML and Gdpd3−/− tet-CML-affected mice. Interestingly, an examination of normal WT BMMNCs and CML BM cells showed that the presence of CML disease dramatically altered the levels of many LPAs (Fig. 3a). Several LPAs, including LPA20:4 (arachidonate), were increased in Gdpd3+/+ CML BM cells compared to normal WT BMMNCs, whereas only LPA18:1 (oleate) was decreased in this experiment. In contrast, most of these same LPAs tended to decrease in both BMMNCs and LSK cells isolated from Gdpd3−/− tet-CML mice compared to those from Gdpd3+/+ tet-CML mice (Fig. 3a, b). Thus, in general, loss of Gdpd3 enzymatic activity decreases LPA levels in the CML context.
We next performed a sophisticated global lipidomics analysis of 196 lipid mediators and discovered that several non-LPA lipid mediators were also markedly decreased in Gdpd3−/− tet-CML BM cells compared to Gdpd3+/+ tet-CML BM cells (Fig. 4). Notably, prostaglandin D2 (PGD2) and PGE2, which were increased in Gdpd3+/+ tet-CML BM cells compared to normal WT BMMNCs, appeared to be decreased in Gdpd3−/− tet-CML BM cells compared to Gdpd3+/+ tet-CML BM cells (Fig. 4a). In the same vein, levels of eicosanoid and docosanoid fatty acids, such as 5-oxo-6E,8Z,11Z,14Z-eicosatetraenoic acid (5-KETE), 15-hydroxy-5Z, 8Z,11Z,13E,17Z-eicosapentaenoic acid (15-HEPE), and 17-hydroxydocosahexaenoic acid (17-HDHA), tended to be lower in Gdpd3−/− tet-CML BM cells than in Gdpd3+/+ tet-CML BM cells (Fig. 4b). Lyso-PAF (platelet-activating factor) was higher in Gdpd3+/+ tet-CML BM cells than in normal WT BMMNCs, but decreased in Gdpd3−/− tet-CML BM cells compared to Gdpd3+/+ tet-CML BM cells (Fig. 4c). Taken together, these data suggest that Gdpd3 deficiency decreases many important lipid mediators in CML cells in vivo.
Loss of Gdpd3 activates the AKT/mTORC1 pathway
To understand how Gdpd3 deficiency affects downstream signalling pathways, we first investigated the AKT/mTORC1 pathway in LT-CML stem cells isolated from Gdpd3+/+ and Gdpd3−/− tet-CML mice. Interestingly, levels of phosphorylated AKT and S6 ribosomal protein were increased in Gdpd3−/− LT-CML stem cells compared to Gdpd3+/+ LT-CML stem cells, indicating that Gdpd3 acts to suppress the AKT/mTORC1 pathway in Gdpd3+/+ LT-CML stem cells (Fig. 5a, b; Supplementary Fig. 8a, b). We then examined the subcellular localisation of Foxo3a, whose export from a cell’s nucleus to its cytoplasm is induced by activated AKT. We observed that, while Foxo3a was located within the nuclei of Gdpd3+/+ LT-CML stem cells as expected25, Foxo3a was predominantly detected in the cytoplasm of Gdpd3−/− LT-CML stem cells (Fig. 5c; Supplementary Fig. 8c). These data suggest that the increased level of activated AKT/mTORC1 signalling occurring in the absence of Gdpd3 suppresses Foxo3a import into the nucleus in primitive LT-CML stem cells in vivo.
TKI treatment is more effective in the absence of Gdpd3
Although the discovery of TKIs has dramatically improved the prognoses of CML patients, the insuperable problem remains that TKI therapy does not kill the CML stem cells responsible for disease relapse. To determine whether Gdpd3-mediated lysophospholipid metabolism was necessary for disease-relapsing capacity in CML stem cells, we transplanted recipient mice with Gdpd3+/+ or Gdpd3−/− retro-CML-LSK cells in a first-round of BMT and treated the animals with the TKI dasatinib. Disease relapse was significantly decreased in treated recipients bearing Gdpd3−/− retro-CML-LSK cells compared to those that received Gdpd3+/+ retro-CML-LSK cells (Fig. 6a). Thus, Gdpd3 expression in CML stem cells confers resistance to TKI therapy.
To determine if this increased survival of BMT recipients bearing Gdpd3−/− retro-CML-LSK cells was due to an inability to produce mature leukaemia cells, we used flow cytometry to examine the frequency of BCR-ABL1/EGFP+ mature leukaemia cells in peripheral blood (PB). At 16–24 days post-BMT, we found no apparent differences in leukaemia cell numbers between Gdpd3+/+ retro-CML-affected and Gdpd3−/− retro-CML-affected mice that had not been treated with dasatinib (Fig. 6b). In contrast, at 40–60 days post-BMT in mice treated with dasatinib, the frequency of BCR-ABL1/EGFP+ leukaemia cells was significantly decreased in PB of Gdpd3−/− retro-CML-affected mice compared to PB of Gdpd3+/+ retro-CML-affected mice (Fig. 6c). Flow cytometry following a t-SNE (t-Distributed Stochastic Neighbour Embedding) algorithm analysis indicated that PB samples from untreated control and Gdpd3-deficient retro-CML-affected mice both contained BCR-ABL1/EGFP+ leukaemia cells that were distinct from the populations of normal myelogenous cells, T cells and B cells in PB of normal healthy WT mice (Supplementary Fig. 9a, b, e). Thus, Gdpd3−/− retro-CML-LSK cells do have the ability to give rise to BCR-ABL1/EGFP-expressing mature leukaemia cells. However, although BCR-ABL1/EGFP+ leukaemia cells were still present in PB of dasatinib-treated Gdpd3+/+ retro-CML-affected mice (Supplementary Fig. 9c), they were dramatically decreased in PB from dasatinib-treated Gdpd3−/− retro-CML-affected mice (Supplementary Fig. 9d). Thus, in the absence of Gdpd3, TKIs are more effective in reducing disease relapse caused by CML stem cells.
To investigate whether GDPD3 expression was altered in human CML patients, we retrieved data on levels of GDPD3 mRNA in cells of imatinib-treated CML patients listed in a public database GEO (GEO: GSE12211)30. Intriguingly, for five out of the six CML patients examined, GDPD3 mRNA levels were indeed higher in CD34+ cells isolated after imatinib therapy than in CD34+ cells isolated before treatment (Fig. 6d). These results implicate GDPD3 in the survival of human CML stem/progenitor cells.
We next examined the in vitro effects of siRNA targeting of human GDPD3 mRNA in the K562 human CML cell line as well as in primary human CD34+ CML cells isolated from BM of a chronic phase CML patient. We transduced K562 cells or primary CD34+ CML cells with FITC-labelled hGDPD3 siRNA#1 or #2 and purified cells containing FITC-hGDPD3 siRNAs by cell sorting (Supplementary Fig. 10). Although siRNA-mediated repression of hGDPD3 mRNA decreased the colony-forming capacity of K562 cells in vitro, the suppressive effect was only subtle (Fig. 6e). In contrast, the colony-forming capacity of human CD34+ cells transduced with hGDPD3 siRNA was quite dramatically reduced (Fig. 6f). When we repeated this experiment in the presence of imatinib, we observed some colony formation by imatinib-resistant CD34+ cells that had not been transduced with hGDPD3 siRNA. Intriguingly, the combination of imatinib plus hGDPD3 siRNA effectively suppressed colony formation by these resistant cells (Fig. 6g). These results reinforce our hypothesis that GDPD3 may contribute to the maintenance of primitive CML cells (rather than to the differentiation of mature CML cells) in humans as well as in mice.
Loss of Gdpd3 results in aberrant expression of GPCR genes
To understand how Gdpd3 deficiency impairs the self-renewal capacity of CML stem cells in vivo, we compared gene expression profiles of murine Gdpd3−/− LT-CML stem cells and Gdpd3+/+ LT-CML stem cells. RNA-Seq followed by gene ontology (GO) term enrichment analyses indicated that several GPCR family genes, including Lpar4/Gpr23, Ltb4r1/Gpr16, Gpr82, and Gpr84, were decreased in Gdpd3−/− LT-CML stem cells compared to Gdpd3+/+ LT-CML stem cells (Fig. 7a; Supplementary Fig. 11a, b). Interestingly, Lpar4/Gpr23 encodes a GPCR that binds to LPAs which are the predicted products of the Gdpd3 enzyme31. Thus, a defect in lysophospholipid hydrolysis due to loss of Gdpd3 activity might affect Lpar4/Gpr23 expression. Strikingly, we found that mRNA levels of Lgr4/Gpr48, which encodes a leucine-rich repeat (LRR)-containing GPCR, were also significantly lower in Gdpd3−/− LT-CML stem cells than in Gdpd3+/+ LT-CML stem cells (Fig. 7a). Although the LRR-containing GPCR family member Lgr5/Gpr49 is reportedly responsible for the maintenance of intestinal stem cells and cancer stem cells32,33,34, the biological function of Lgr4/Gpr48 is not yet fully understood. These data therefore prompted us to investigate the role of Lgr4/Gpr48 in CML stem cells.
We transduced tet-CML-LSK cells with siRNAs targetting Lgr4/Gpr48 mRNA and found that the colony-forming capacity of these cells was reduced (Fig. 7b; Supplementary Fig. 12). Because conventional Lgr4/Gpr48−/− mice are embryonic lethal35, we used a mouse strain bearing a hypomorphic mutation of Lgr4 established by gene-trap (Gt) methodology36. Levels of Lgr4 mRNA in these mutants were decreased to 10% of levels in WT mice36. We then generated Lgr4+/+ and Lgr4Gt/Gt tet-CML and retro-CML mice using the protocols described above. Absolute numbers of LT-CML stem cells were comparable between Lgr4+/+ and Lgr4Gt/Gt tet-CML mice, whereas the frequency of these cells was modestly increased in Lgr4Gt/Gt tet-CML mice (Fig. 7c; Supplementary Fig. 13a). The colony-forming capacity of LT-CML stem cells isolated from Lgr4Gt/Gt tet-CML-affected mice decreased slightly compared to that of cells from Lgr4+/+ tet-CML-affected controls (Fig. 7d). To evaluate the self-renewal capacity of these CML-initiating cells in vivo, we performed BMT of LSK cells from Lgr4Gt/Gt or Lgr4+/+ retro-CML mice into irradiated recipients. Animals that received Lgr4+/+ retro-CML-LSK cells developed CML disease just as shown in Fig. 2a. To our surprise, however, Lgr4Gt/Gt retro-CML-LSK cells displayed reduced disease-initiating capacity in transplanted recipients (Fig. 7e). At 20 days post-transplantation, the frequency and an absolute number of BCR-ABL1/EGFP+ LSK cells in Lgr4+/+ and Lgr4Gt/Gt retro-CML mice were comparable (Fig. 7f; Supplementary Fig. 13b). However, at 90 days post-transplantation, the frequency and an absolute number of BCR-ABL1/EGFP+ LSK cells had decreased significantly in Lgr4Gt/Gt retro-CML mice compared with Lgr4+/+ retro-CML mice (Fig. 7f; Supplementary Fig. 13b). In the same vein, the frequency of BCR-ABL1/EGFP+ mature CML cells was markedly reduced in Lgr4Gt/Gt retro-CML mice compared with Lgr4+/+ retro-CML mice (Fig. 7g). Thus, whereas Lgr4 is dispensable for the actual development of CML stem/progenitor cells, our results indicate that Lgr4 is important for their LT maintenance.
Gdpd3 is essential for binding Foxo/β-catenin within nucleus
Previous reports have demonstrated that Lgr4/Gpr48 functions as a receptor for R-spondins in the Wnt/β-catenin signalling pathway37,38,39, and that the Ctnnb1 gene encoding β-catenin is crucial for the disease-relapsing capacity of CML stem cells40. We previously showed that Foxo3a is also essential for the self-renewal capacity of CML stem cells25. Lastly, Foxo3a and β-catenin are known to cooperatively regulate the metastasis of colon cancer cells41. This collection of facts prompted us to investigate if Gdpd3 or Lgr4, or both play a role in the nuclear interaction between Foxo3a and β-catenin in primitive LT-CML stem cells. We used the highly sensitive Duolink® in situ PLA technology to reveal binding between Foxo3a and active β-catenin within cell nuclei. As expected, we readily detected Foxo3a/β-catenin interaction in the nuclei of Gdpd3+/+ LT-CML stem cells (Fig. 8a; Supplementary Fig. 14). However, no interaction between Foxo3a and active β-catenin was observed in the nuclei of LT-CML stem cells isolated from Gdpd3−/− tet-CML mice. Thus, Gdpd3 is involved in regulating the binding of Foxo3a to active β-catenin in LT-CML stem cells. Intriguingly, no Foxo3a/β-catenin binding was observed in LT-CML cells isolated from Lgr4Gt/Gt tet-CML mice, suggesting a potential mechanistic link.
Previous work has determined that β-catenin is activated in CML stem cells by PGE2 via EP124. We had already shown that PGE2 was decreased in Gdpd3−/− CML BM cells compared to Gdpd3+/+ CML BM cells (Fig. 4a). Thus, we focused on the effect of enforced PGE2 treatment in vitro on the interaction between Foxo3a and β-catenin in LT-CML stem cells. PGE2 treatment did not elevate Foxo3a/β-catenin binding in Gdpd3+/+ LT-CML stem cells (Fig. 8b; Supplementary Fig. 15). Indeed, PGE2 treatment only slightly increased this interaction in the nuclei of Gdpd3−/− LT-CML stem cells. In contrast, PGE2 treatment dramatically increased Foxo3a/β-catenin interaction in the nuclei of Lgr4Gt/Gt tet-CML stem cells, exposing an interesting difference between Gdpd3−/− LT-CML stem cells and Lgr4Gt/Gt LT-CML stem cells that remains under investigation. In any case, our data collectively establish that Gdpd3 and lysophospholipid metabolism play multiple key roles in the maintenance of the stem cells driving CML.
Although signalling pathways related to lipid mediators are known to be involved in regulating CML stem survival21,22,23,24, prior to our work, there had been little understood about how lipid biogenesis contributes to the self-renewal capacity of CML stem cells. In this study, we have shown that CML-LSK cells lacking the lysophospholipase D Gdpd3 display decreased self-renewal capacity in the second-round of serial BMT (Fig. 2b). More importantly, Gdpd3−/− CML-LSK cells show attenuated disease-relapsing capacity in animals treated with dasatinib (Fig. 6a). To our knowledge, this is the first demonstration that the Gdpd3 gene involved in lysophospholipid metabolism is largely responsible for the maintenance of CML stem cells in vivo.
As illustrated in Fig. 8c, it is well known that Gdpd3 hydrolyses lysophospholipids back into LPAs8,9. Phospholipids are produced from LPAs via the Kennedy pathway (de novo pathway)4 and are then converted into various lysophospholipids via the Lands’ cycle (remodelling pathway)5 (see also Fig. 1a). These mechanisms sustain the production of pleiotropic lysophospholipids and phospholipids, which contain many different combinations of fatty acid chains and polar bases. Lysophospholipase D activity appears to mainly contribute to lysophospholipid metabolism via LPA recycling. With respect to signalling downstream of Gdpd3-mediated lysophospholipid metabolism, we have shown that the AKT/mTORC1 pathway becomes more highly activated in Gdpd3−/− LT-CML stem cells compared with Gdpd3+/+ LT-CML stem cells (Fig. 5a, b). In addition, Gdpd3 deficiency triggers cell division in CML stem cells and breaks the quiescence necessary to sustain CML stemness in vivo (Fig. 2g, h). Thus, our data indicate that Gdpd3 is a key suppressor of the AKT/mTORC1 pathway in CML stem cells, repressing their proliferation despite their expression of the BCR-ABL1 oncogene. Our findings are consistent with reports stating that CML stem cells maintain their survival in an oncogene-independent manner18, and support our hypothesis that Gdpd3-mediated lysophospholipid metabolism is crucial for this maintenance in vivo.
Our gene expression profiling studies showed that the expression of several GPCR genes was significantly decreased in Gdpd3−/− LT-CML stem cells compared to Gdpd3+/+ LT-CML stem cells. The GPCRs constitute the prototypical seven-transmembrane receptor family. GPCRs regulate diverse signal transduction pathways and so are attractive pharmacological targets. Drugs inhibiting some GPCRs have now been approved by the FDA42,43,44. Importantly, GPCR signalling has been implicated in the maintenance of embryonic stem (ES) cells, induced pluripotent stem (iPS) cells, somatic stem cells, and cancer stem cells45,46. More specifically, the GPCR Gpr84 is involved in regulating acute myelogenous leukaemia (AML) stem cells47, and the GPCR Lgr5/Gpr49 contributes to the maintenance of intestinal stem cells and cancer stem cells32,33,34. Our data indicate that Lgr4/Gpr48 is essential for the disease-initiating capacity of CML stem cells in vivo (Fig. 7e). At this time, the molecular mechanism by which Gdpd3 regulates the transcription of GPCR mRNAs remains under investigation. However, it is possible that lysophospholipid metabolism as shaped by Gdpd3 regulates Lgr4/Gpr48 mRNA levels in CML stem cells, which in turn might support the self-renewal capacity of these cells and thus their maintenance in vivo (Fig. 8c).
We found that several non-LPA lipid mediators, including PGE2, eicosanoids, docosanoid, and Lyso-PAF, appeared to decrease in Gdpd3−/− CML-BM cells compared to Gdpd3+/+ CML-BM cells (Fig. 4), implicating Gdpd3-mediated lysophospholipid metabolism in their production. Perhaps of relevance, our RNA-Seq analysis indicated that Alox-15 expression is also decreased in Gdpd3−/− LT-CML stem cells compared to Gdpd3+/+ LT-CML stem cells (Supplementary Fig. 11c). The Alox-15 gene encodes an arachidonate 15-lipoxygenase that is important for the maintenance of murine CML stem cells23. A reduction in levels of lipid mediators caused by Gdpd3 deficiency might result in decreased Alox-15 mRNA in CML stem cells, compromising their survival.
We were interested to note that enforced PGE2 treatment in vitro rescued Foxo3a/β-catenin interaction in Lgr4Gt/Gt LT-CML stem cells but not in Gdpd3−/− LT-CML stem cells. These divergent responses to PGE2 are probably due to differing levels of intracellular lipid components, since Gdpd3−/− CML stem cells alter their production of several LPAs and lipid mediators, leading to the activation of the downstream AKT/mTORC1 pathway. In contrast, it is likely that PGE2 treatment was able to restore the binding of Foxo3a to active β-catenin in Lgr4Gt/Gt CML stem cells because these cells suffer only from a decrease in Lgr4 mRNA expression. These data imply that, unlike Lgr4/Gpr48, Gdpd3 contributes to the maintenance of CML stemness via effects on multiple pathways, such as by suppressing AKT/mTORC1 signalling, decreasing the expression of GPCR genes, and regulating the interaction between Foxo3a and β-catenin (Fig. 8c).
In conclusion, we have demonstrated that the lysophospholipase D enzyme Gdpd3 is required for the maintenance of murine CML stem cells in vivo. We previously reported that TGFβ-FOXO signalling is also essential for CML stem cell maintenance25. Our future projects are now directed to investigate the molecular mechanisms by which Gdpd3-mediated lysophospholipid metabolism and TGFβ-FOXO signalling cooperate to support CML stemness in vivo.
CML mouse models
A knockout mouse strain in which the Gdpd3 (NM_024228) gene was disrupted was generated by Setsurotech Inc. (Tokushima, Japan) using a genome-editing technique48. In brief, in vitro fertilised zygotes (C57BL/6 x C57BL/6) were electroporated with 100 ng µl−1 recombinant Cas9 protein (Alt-R® S. p. Cas9 Nuclease, 1074181, Integrated DNA Technologies, Inc., Coralville, IA, USA), 100 ng µl−1 crRNA (Alt-R® CRISPR-Cas9 crRNA, Integrated DNA Technologies), and 100 ng µl−1 tracrRNA (Alt-R® CRISPR-Cas9 tracrRNA, Integrated DNA Technologies). The target sequence of Gdpd3 crRNA was (5′-GGCAGAACAAAGTACAGGAG-AGG-3′) (Supplementary Fig. 3a). Electroporated zygotes were transferred into the oviduct of pseudopregnant female mice, and the mutant progeny were born on E19. Genotyping was carried out by hot-start PCR of genomic DNA from mouse tails. Two primer sets were used: Gdpd3 FWS3 5′-AGGCTATGATCCCTCTCCTGTACT-3′ and Gdpd3 R2 5′-CCTCTAGGCCCCAAGACTCT-3′ to detect the WT Gdpd3 allele, and Gdpd3 FB1 5′-GCTATGATCCCTCTCCTTTGTTCT-3′ and Gdpd3 R2 to detect the mutant (Δ5 bp) Gdpd3 allele. For PCR analysis, genomic DNA was subjected to 35 cycles of 30 s at 94 °C, 20 s at 64 °C, and 20 s at 72 °C to amplify the 298 bp product from the Gdpd3 WT allele, and was subjected to 35 cycles of 30 s at 94 °C, 20 s at 68 °C, and 20 s at 72 °C to amplify the 293 bp product from the Gdpd3 mutant allele (Supplementary Fig. 3c). Takara ExTaq® (Takara Bio Inc., Kusatsu, Shiga, Japan) was used for PCR. The Lgr4/Gpr48 gene-trap mouse strain was established as described (B6;CB-Lgr4Gt(pUC−21)127Card, ID 1244, stocked at CARD, Kumamoto University, Kumamoto, Japan)36. The Lgr4/Gpr48 gene-trap mice were backcrossed for fourth generations in the C57BL/6 background. C57BL/6 mice were purchased from Crea Japan, Inc. (Tokyo, Japan).
To use a well-described tet-CML mouse model, SCL-tTA transgenic mice (JAX database strain #006209) and TRE-BCR-ABL1 transgenic mice (JAX database strain #006202) were purchased from the Jackson Laboratory27,28. SCL-tTA (C57BL/6; F5) and TRE-BCR-ABL1 (C57BL/6; F5) transgenic mice were interbred to generate SCL-tTA x TRE-BCR-ABL1 double transgenic mice as described26. These animals were maintained in cages supplied with drinking water containing 20 mg L−1 doxycycline (Dox; Sigma-Aldrich). At 5 weeks after birth, expression of the BCR-ABL1 oncogene was induced by replacing the Dox-containing drinking water with normal drinking water. The CML-like disease developed in the double transgenic mutants about 5 weeks after Dox withdrawal26. These animals were designated as tet-CML-affected mice in this study. To establish our Gdpd3−/− tet-CML-affected mouse model and our Lgr4/Gpr48Gt/Gt tet-CML mouse model, we crossed Gdpd3−/− mice (C57BL/6), or heterozygous Lgr4/Gpr48Gt/Wt mice (C57BL/6; F4), with SCL-tTA x TRE-BCR-ABL1 double transgenic mice, respectively.
To establish our BCR-ABL1 transduction/transplantation-based CML model (retro-CML-affected mice), normal haematopoietic stem/progenitor (LSK) cells (4–5 × 103 cells per recipient mouse) isolated from WT (C57BL/6; CREA Japan, Inc.), Gdpd3−/−, or Lgr4/Gpr48Gt/Gt mice were transduced with the human BCR-ABL1-ires EGFP retrovirus and transplanted into irradiated (9.5 Gy, Gammacell® 40 Exactor, Best Theratronics Ltd., Ottawa, Canada) recipient C57BL/6 mice along with BMMNCs (5 × 105 cells per recipient mouse) isolated from non-irradiated C57BL/6 mice. The CML-like disease developed in these recipients by 12–20 days post-transplantation25.
To examine the in vivo effects of dasatinib administration, retro-CML-affected mice received vehicle alone [artificial gastric fluid solution (993 ml ddH2O containing 2.0 g NaCl, 7 ml conc. HCl, and 3.2 g pepsin)], or dasatinib (Sprycel®; 5 mg kg−1 day−1; Bristol-Myers Squibb) in the vehicle. Treatment was delivered by oral gavage on days 8–60 post-transplantation. All animal care and experimentation were carried out in accordance with the guidelines for animal and recombinant DNA experiments of Hiroshima University (Authorized Protocol Numbers A18-36, A18-37 and 30-257).
BMMNCs were isolated from the two hind limbs of tet-CML-affected mice (SCL-tTA+ TRE-BCR-ABL1+) and WT healthy littermate mice (SCL-tTA+) at 5 weeks after Dox withdrawal. To purify the most primitive LT-CML stem cells, BMMNCs were first blocked by incubation with anti-FcγIII/II receptor monoclonal antibody (mAb) (dilution 1:200, Clone # 2.4G2, Cat. # BD 553142, Lot # 79813, BD Biosciences), and then stained with anti-CD4-FITC (dilution 1:200, Clone # RM4-5, Cat. # 11-0042-86, Lot #E00084-1631, eBioscience), anti-CD8a-FITC (dilution 1:200, Clone # 53-6.7, Cat. # 11-0081-86, Lot # E00117-1632, eBioscience), anti-B220-FITC (dilution 1:200, Clone # RA3-6B2, Cat. # 11-0452-86, Lot #E00310-1631, eBioscience), anti-Mac1-FITC (dilution 1:200, Clone # M1/70, Cat. #11-5931-86, Lot # E00740-1631, eBioscience), anti-Gr-1-FITC (dilution 1:200, Clone # RB6-8C5, Cat. #11-0112-86, Lot #E00150-1632, eBioscience), anti-TER119-FITC (dilution 1:200, Clone # Ly-76, Cat. #11-5921-85, Lot #E00736-1630, eBioscience), anti-Sca-1-PE (dilution 1:200, Clone # E13-161.7, Cat. # BD553336, Lot # 05152, BD Biosciences), anti-cKit-APC (dilution 1:200, Clone # ACK2, Cat. # 17-1172-83, Lot # E17176-101, eBioscience), anti-CD135/Flk2/Flt3-biotin (dilution 1:200, Clone # A2F10, Cat. # 13-1351-85, Lot # E02732-1630, eBioscience), anti-CD48-APC-Cy7 (dilution 1:250, Clone # HM48-1, Cat. # 103432, Lot # B173122, BioLegend), and anti-CD150/SLAM-Pacific blue (dilution 1:250, Clone # TC15-12F12.2, Cat. # 115924, Lot # B224451, BioLegend) mAbs. Biotinylated primary mAbs were visualised using Streptavidin-PE-Cy7 (dilution 1:400, Cat. # 557598, Lot # 6112577, BD Biosciences). CD150+CD48−CD135−LSK (Lineage−Sca-1+cKit+) cells were purified using a FACS Aria III cell sorter (S/N, P64828201002) with BD FACSDiva software ver. 6.1.3 (BD Biosciences).
To purify WT haematopoietic stem/progenitor (LSK) cells, BMMNCs isolated from WT, Gdpd3−/−, and Lgr4Gt/Gt mice (6–8-wk old) were first blocked by incubation with anti-FcγIII/II receptor mAb (dilution 1:200, Clone # 2.4G2, Cat. # BD 553142, Lot # 79813, BD Biosciences), and then stained with anti-CD4-FITC (dilution 1:200, Clone # RM4-5, Cat. # 11-0042-86, Lot #E00084-1631, eBioscience), anti-CD8a-FITC (dilution 1:200, Clone # 53-6.7, Cat. # 11-0081-86, Lot # E00117-1632, eBioscience), anti-B220-FITC (dilution 1:200, Clone # RA3-6B2, Cat. # 11-0452-86, Lot #E00310-1631, eBioscience), anti-Mac1-FITC (dilution 1:200, Clone # M1/70, Cat. #11-5931-86, Lot # E00740-1631, eBioscience), anti-Gr-1-FITC (dilution 1:200, Clone # RB6-8C5, Cat. #11-0112-86, Lot #E00150-1632, eBioscience), anti-TER119-FITC (dilution 1:200, Clone # Ly-76, Cat. #11-5921-85, Lot #E00736-1630, eBioscience), anti-Sca-1-PE (dilution 1:200, Clone # E13-161.7, Cat. # BD553336, Lot # 05152, BD Biosciences), and anti-cKit-APC (dilution 1:200, Clone # ACK2, Cat. # 17-1172-83, Lot # E17176-101, eBioscience). WT LSK cells were purified using a FACS Aria III cell sorter (BD Biosciences).
For serial transplantation of CML-LSK cells (see below), MNCs isolated from the two hind limbs and spleen of retro-CML-affected mice were first blocked by incubation with anti-FcγIII/II receptor mAb (dilution 1:200, Clone # 2.4G2, Cat. # BD 553142, Lot # 79813, BD Biosciences), and then stained with anti-CD4-biotin (dilution 1:200, Clone # RM4-5, Cat. # 13-0042-86, Lot #E02364-369, eBioscience), anti-CD8a-biotin (dilution 1:200, Clone # 53-6.7, Cat. # 13-0081-86, Lot #E02387-339, eBioscience), anti-B220-biotin (dilution 1:200, Clone # RA3-6B2, Cat. # 13-0452-86, Lot #E02532-301, eBioscience), anti-Mac1-biotin (dilution 1:200, Clone # M1/70, Cat. #13-0112-86, Lot #E033770, eBioscience), anti-Gr-1-biotin (dilution 1:200, Clone # RB6-8C5, Cat. #13-5931-86, Lot # E033865, eBioscience), anti-TER119-biotin (dilution 1:200, Clone # Ly-76, Cat. #13-5921-85, Lot # 4300555, eBioscience), anti-Sca-1-PE (dilution 1:200, Clone # E13-161.7, Cat. # BD553336, Lot # 05152, BD Biosciences), and anti-cKit-APC (dilution 1:200, Clone # ACK2, Cat. # 17-1172-83, Lot # E17176-101, eBioscience) mAbs. Biotinylated primary mAbs were visualised using Streptavidin-PE-Cy7 (dilution 1:400, Cat. # 557598, Lot # 6112577, BD Biosciences). BCR-ABL1/EGFP+ CML-LSK cells were purified using a FACS Aria III cell sorter (BD Biosciences).
For siRNA transductions (see below), CML-LSK cells were purified from BMMNCs of tet-CML-affected mice using a FACS Aria III cell sorter (BD Biosciences).
Serial transplantation of CML stem cells
To evaluate the retention of disease-initiating capacity by CML-initiating cells in vivo, secondary transplantation of BCR-ABL1/EGFP+ CML-LSK cells was performed. BCR-ABL1/EGFP+ CML-LSK cells (3 × 104) freshly purified from primary BMT recipients were serially transplanted into a second set of lethally irradiated (9.5 Gy) congenic recipient mice along with 5 × 105 WT BMMNCs from C57BL/6 mice25. Mouse survival and disease relapse were monitored for up to 90 days.
Flow cytometry and blood cell count
MNCs isolated from PB of Gdpd3+/+ retro-CML-affected mice, Gdpd3−/− retro-CML-affected mice as well as from a normal healthy C57BL/6 mouse (negative control), were stained with anti-CD4-PE-Cy7 (dilution 1:500, Clone # RM4-5, Cat. # 25-0042-82, Lot #E07503-1630, eBioscience), anti-CD8a-PE-Cy7 (dilution 1:500, Clone # 53-6.7, Cat. # 25-0081-82, Lot # E07510-1631, eBioscience), anti-B220-PE (dilution 1:500, Clone # RA3-6B2, Cat. # 553089, Lot # 76923, BD Biosciences), anti-Mac1-APC (dilution 1:500, Clone # M1/70, Cat. # 17-0112-82, Lot #E07073-1631, eBioscience), and anti-Gr-1-APC (dilution 1:500, Clone # RB6-8C5, Cat. # 17-5931-82, Lot # E07334-1630, eBioscience) mAbs. BCR-ABL1/EGFP+ cells were evaluated using a FACS Aria III instrument and the t-SNE algorithm49 in FlowJoTM (build number 10.6.1) software. BCR-ABL1/EGFP+ cells in PB isolated from a Gdpd3+/+, Gdpd3−/−, Lgr4+/+, and Lgr4Gt/Gt retro-CML-affected mouse were evaluated using a FACS Aria III instrument. The absolute number of CML-LSK cells in the spleen and BM of a retro-CML-affected mouse was calculated as [total number of MNCs isolated from either the BM of the two hind limbs or the spleen × frequency of BCR-ABL1/EGFP+ CML-LSK cells (%) × 1/100]. The absolute number of LT-CML stem cells in BM of a tet-CML mouse was calculated as [total number of MNCs isolated from BM of two hind limbs × frequency of CD150+CD48−CD135−LSK cells (%) × 1/100]. For analysis of blood cell counts. PB from the postorbital vein was analysed by a particle counter PCE-310 (ERMA Inc., Tokyo Japan).
For lipidomics analyses, total BMMNCs (1 × 107) were isolated from Gdpd3+/+ tet-CML-affected mice (five females), Gdpd3−/− tet-CML-affected mice (one male and three females) at 5-week post-Dox withdrawal as described above. Total BMMNCs (1 × 107) were also isolated from 6–8-wk old WT C57BL/6 mice (two males and four females). CML-LSK cells (5 × 105) were isolated from Gdpd3+/+ tet-CML-affected mice (four males and 11 females), or from Gdpd3−/− tet-CML-affected mice (six males and ten females), at 5 weeks post-Dox withdrawal as described above. Cell pellets were frozen at −80 °C immediately after centrifugation. Lipidomics analyses were performed by Shimadzu Techno-research Inc. (Kyoto, Japan). LPAs were measured using a NexeraX2 system (Shimadzu Corporation, Kyoto, Japan) and Triple Quad 5500 (Sciex, Framingham, MA, USA) (Source Data file, Supplementary Method 1). Lipid mediators were measured using a NexeraX2 System and an LCMS-8050 liquid chromatograph-mass spectrometer system (Shimadzu)50 (Source Data file, Supplementary Method 2, 3). Data were compiled using the Lipidomediator LC/MS/MS Method Package (Ver. 3) (Shimadzu Corporation). Lipidomics data analyses were performed using Traverse MS Ver. 1.2.7. (Reifycs Inc., Tokyo, Japan).
RNA sequencing and bioinformatics
LT CML stem cells isolated from Gdpd3+/+ tet-CML-affected mice and Gdpd3−/− tet-CML-affected mice were directly sorted into 500 μl Isogene solution (Nippon Gene, Co. Ltd., Toyama, Japan). RNA extraction and sequencing were performed by DNAFORM (Yokohama, Japan). The RNA quality was confirmed using an Agilent 2100 Bioanalyzer (Agilent Technologies). All RNA samples had an RNA integrity number of >7.5 and exceeded the quality threshold for RNA sequencing. Libraries were constructed from total RNA using the SMART-Seq® v4 Ultra Low Input RNA Kit for Sequencing (Takara Clontech, Kusatsu, Shiga, Japan). Full-length double-stranded cDNA libraries were fragmented by transposase using the Nextera XT DNA Library Preparation Kit (Illumina, San Diego, CA, USA). Paired-end reads of 150 bases were generated using HiSeq X Ten (Illumina). Sequence reads in Fastq format were assessed for quality using FastQC. Filtered reads were mapped to the reference genome related to the species using STAR v.2.6.1a alignment software51. Gene expression levels were measured with the Bioconductor package DESeq2 (ver. 1.20.0)52 (https://bioconductor.org/packages/release/bioc/html/DES0eq2.html) using the Ensembl database (https://ensembl.org/index.html) and quantified as the ratio of reads mapped to a gene to the gene length in kbp and expressed as the fragments per kb of transcript per million fragments mapped (FPKM). The Bioconductor package DESeq2 (ver. 1.20.0) was also used for calculating BaseMean, FoldChange, P-value (two-tailed Wald test)52, and adjusted P-value (Padj, two-tailed Wald test)52,53. MA-plots were created using the Bokeh library (ver. 0.13.0) (https://docs.bokeh.org/en/0.13.0/). GO enrichment analyses were performed using the DAVID Bioinformatics Resource 6.8. (http://david.abcc.ncifcrf.gov). The RNA-sequencing data of Gdpd3+/+ and Gdpd3−/−LT-CML stem cells are available from a public database GEO (GEO, ID: GSE149442) in NCBI, NIH, USA (https://www.ncbi.nlm.nih.gov/gds/).
Quantitative real-time RT-PCR analysis
The RNeasy kit (QIAGEN, Venlo, Netherlands) was used to purify RNA samples from LT-stem cells (4–5 × 104) isolated from six Gdpd3+/+ tet-CML-affected (SCL-tTA+TRE-BCR-ABL1+) mice and eight healthy littermate control (SCL-tTA+) mice at 5 weeks post-Dox withdrawal. RNA samples were reverse-transcribed using the Advantage RT-for-PCR kit (Takara-Clontech). Real-time quantitative PCR was performed using SYBR green Premix EX TaqTM (Takara) on an Mx3000P® Real-time PCR system (Stratagene). The following primers were used: 5′-CAT TTC GCT GTG GAT GGA TGA-3′, and 5′-CCA TTG GCT CCC AAG CTG A-3′′ for Gdpd3; 5′-AGG TCA TCA CTA TTG GCA ACG A-3′ and 5′-CAC TTC ATG ATG GAA TTG AAT GTA GTT-3′ for Actb (β-actin). The following cycle parameters were used: denaturation at 95 °C for 10 s, and annealing and elongation at 60 °C for 30 s for Gdpd3, and 57 °C for 30 s for Actb.
OP-9 murine stromal cells were purchased from ATCC® (Lot # 70019055, CRL-2749). LT-CML stem cells (1 × 103 per plate) were co-cultured on OP-9 stromal cells in 3% O2 at 37 °C for 5 days25. Cells were harvested, washed in PBS, and plated in semi-solid methylcellulose medium containing SCF, IL-3, IL-6 and erythropoietin (Methocult GF M3434; Stem Cell Technologies). WT haematopoietic stem/progenitor (LSK) cells were cultured in semi-solid methylcellulose medium (Methocult GF M3434). After growth for 7 days under hypoxic (3% O2) conditions at 37 °C, colony numbers were counted under a light microscope.
Competitive reconstitution assay
C57BL/6-CD45.1 mouse strain was purchased from Sankyo Labo Service Corporation, Inc. (Tokyo, Japan). Lethally irradiated C57BL/6-CD45.1 congenic recipient mice were transplanted with 2 × 103 normal haematopoietic LSK cells isolated from normal healthy Gdpd3+/+ or Gdpd3−/− mice (C57BL/6-CD45.2) plus 5×105 unfractionated BMMNCs from healthy C57BL/6-CD45.1 mice. Reconstitution of donor-derived cells (CD45.2) was monitored by staining blood cells with mAbs against FITC-CD45.2 (dilution 1:200, Clone # 104, Cat. # 11-0454-85, Lot # E00316-130, eBioscience), and PE-CD45.1 (dilution 1:200, Clone # A20, Cat. # BD553776, Lot # 17194, BD Biosciences) using a FACS Aria III instrument. For serial transplantation analyses, 2 × 103 normal LSK cells were obtained from recipient mice at 16 weeks post-transplantation (first-BMT) and transplanted into a second set of lethally irradiated C57BL/6-CD45.1 congenic mice (second-BMT) using the same BMT protocol.
GDPD3 mRNA expression in human CML patients
Data on GDPD3 mRNA levels in human CML patients were obtained from a public database GEO (GEO, ID: GSE12211)30 that contains microarray analyses of the CD34+ cells in PB from six CML patients before treatment, and the same six CML patients after 7 days of treatment with IM (400 mg kg−1 day−1).
RNA interference in mouse CML-LSK cells
The following Cy3-labelled siRNA duplexes targetting Gdpd3 mRNA were synthesised by Dharmacon Inc. (Lafayette, CO, USA): 5′-Cy3-GAG CAG AUC UCU UGG AAU UUU-3′ and 5′-AAU UCC AAG AGA UCU GCU CUU-3′ for mouse Gdpd3 siRNA #1; 5′-Cy3-GGU CAA AGA AAG AAA UGA AUU-3′ and 5′-UUC AUU UCU UUC UUU GAC CUU-3′ for mouse Gdpd3 siRNA #3. The following Cy3-labelled siRNA duplexes targetting Lgr4/Gpr48 mRNA were synthesised by Dharmacon Inc.: 5′-Cy3-GAA CAU AGC CAA AUA AUC AUU-3′ and 5′-UGA UUA UUU GGC UAU GUU CUU-3′ for mouse Lgr4 siRNA #3; 5′-Cy3-AAA GAA GAC CCG UCA GAA AUU-3′ and 5′-UUU CUG ACG GGU CUU CUU UUU-3′ for mouse Lgr4 siRNA #4. Gdpd3+/+ tet-CML-LSK cells were transfected for 3 h under hypoxic (3% O2) conditions with Cy3-labelled siRNA duplexes using Lipofectamine® RNAiMAX (Thermo Fisher Scientific) in serum-free stem cell medium SF-03 that lacked cytokines and penicillin/streptomycin. Transfected cells were cultured in serum-free stem cell medium SF-03 containing BSA, TPO (100 ng ml−1), SCF (100 ng ml−1), and penicillin/streptomycin for 2 days under hypoxic (3% O2) conditions. Cy3-negative (control) and Cy3-positive cells were sorted using a FACS Aria III instrument. To determine colony-forming capacity, Cy3-negative and Cy3-positive CML-LSK cells were cultured in semi-solid methylcellulose medium (Methocult GF M3434; Stem Cell Technologies). Colonies were counted 7 days later as above.
RNA interference in human CML CD34+ cells
The following FITC-labelled siRNA duplexes targetting human GDPD3 mRNA were synthesised by Dharmacon Inc.: 5′-FITC- AGG AGA AGC UGG AGG UUU AUU-3′ and 5′-UAA ACC UCC AGC UUC UCC UUU-3′ for human GDPD3 #1; 5′-FITC-CCA UGA GCG UAG AGA UCA AUU-3′ and 5′-UUG AUC UCU ACG CUC AUG GUU-3′ for human GDPD3 siRNA #2. Viable BMMNCs from a chronic phase CML patient were obtained at the University Hospital, Dokkyo Medical University (IRB approval number: 26058). Primary CML cells were stained with mouse anti-CD34-APC mAb (dilution 1:100, Clone # 8G12, Cat. # 340441, Lot # 6183704, BD Biosciences) and sorted using a FACS Aria III cell sorter (BD Biosciences). CD34+ CML cells were transfected for 3 h under hypoxic (3% O2) conditions with FITC-labelled siRNA duplexes using Lipofectamine® RNAiMAX (Thermo Fisher Scientific) in serum-free medium OPTI-MEM®I (Gibco) that lacked cytokines and penicillin/streptomycin. Transfected cells were cultured in serum-free stem cell medium SF-03 containing BSA, TPO (100 ng ml−1), SCF (100 ng ml−1), and penicillin/streptomycin for 3 days under hypoxic (3% O2) conditions. FITC-negative (control) and FITC-positive cells were sorted using a FACS Aria III instrument. K562 CML cells were purchased from ATCC® (Lot # 70016362, CCL-243) and transfected with FITC-labelled siRNA duplexes as above. The colony-forming abilities of transfected primitive human CML CD34+ cells and K562 cells were evaluated by culture in semi-solid methylcellulose medium containing SCF, GM-CSF, IL-3, IL-6, G-CSF and erythropoietin (Methocult GF+ H4435; Stem Cell Technologies). After growth for 14 days at 37 °C under hypoxic (3% O2) conditions without or with 1 μm imatinib (Axon Medchem, Groningen, Netherlands), colony numbers were counted under a light microscope.
Cell cycle analysis
To determine the cell cycle status of CML-LSK cells in vivo, retro-CML-affected mice were intraperitoneally administered BrdU (100 mg kg−1 of body weight in saline; Sigma) for 3 h. CML-LSK cells were recovered as described above and stained with mouse anti-BrdU-FITC mAb (dilution 1:500, Clone # 3D4, Cat. # 51-23614 L, Lot # 7222635, BD Biosciences) plus 7AAD (BD Biosciences) by the standard procedure of FITC BrdU Flow Kit (559619, BD PharmingenTM). The cell cycle distribution of CML-LSK cells was determined using a FACS Aria III instrument.
For immunostaining, LT-CML stem cells that were freshly isolated from tet-CML-affected mice were immediately fixed with 4% paraformaldehyde for one hour. Fixed cells were permeabilised with 0.25% Triton-X100 for 15 min, washed, and blocked by incubation in 2% BSA in TBS for one hour. Blocked cells were incubated overnight at 4 °C with rabbit anti-phospho-AKT (Ser473) (dilution 1:50, Clone # D9E, Cat. # 4060S, Lot# 5, Cell Signalling Technology, Danvers, MA, USA), rabbit anti-phospho-S6 ribosomal protein (Ser235/236) (dilution 1:50, Clone # D57.2.2E, Cat. # 4858S, Lot# 11, Cell Signalling Technology), rabbit anti-Foxo3a (dilution 1:25, Clone 75D8, Cat. #2497S, Lot # 2, Cell Signalling Technology) and mouse (dilution 1:50, Clone # B56, Cat. # 550609, Lot# 43365, BD Pharmingen) mAbs. Primary mAbs were visualised by incubating the cells with AlexaFluor 546-conjugated goat anti-mouse IgG (dilution 1:200, Cat. # A11030, Lot # 833292, Molecular Probes®, Life technologies, Eugene, OR, USA), or AlexaFluor 647-conjugated goat anti-rabbit IgG (dilution 1:200, Cat. # A21245, Lot # 927083, Molecular Probes®) antibodies (Abs). Nuclei were stained with the DNA marker DAPI (Sigma). Stained slides were mounted using Prolong Diamond® (Thermo Fisher Scientific, Waltham, MA, USA), and fluorescent images were acquired using confocal microscopy (FV10i, Olympus Corporation, Tokyo, Japan) and Photoshop software (CS4 Ver11.0.2. Adobe).
Duolink® in situ proximity ligation assay
To examine interactions between Foxo3a and active β-catenin, we used the Duolink® in situ PLA system (Merck, Kenilworth, NJ, USA)26. LT-CML stem cells that were freshly isolated from tet-CML-affected mice were immediately fixed with 4% paraformaldehyde for 60 min. For PGE2 treatment, LT-CML stem cells were incubated in 3% O2 at 37 °C for 2 h with the appropriate vehicle control or 10 μM PGE2 (Item: 14010, Batch:0533515-113, Cayman Chemical Company, Ann Arbor, MI, USA). Treated cells were fixed with 4% paraformaldehyde for 60 min. Fixed cells were permeabilised with 0.25% Triton-X100 for 15 min, washed, and blocked by incubation in 2% BSA in TBS for one hour. Blocked cells were incubated overnight at 4 °C with rabbit anti-Foxo3a (dilution 1:25, Clone 75D8, Cat. #2497S, Lot # 2, Cell Signalling Technology) and mouse anti-active β-catenin (dilution 1:25, Clone 8E7, Cat. # 05-665, Lot #, 2700799 and 3270747, Millipore, Temecula, CA, USA) mAbs. The proximate binding of these Abs was then detected using PLA secondary Abs. Stained slides were mounted using Duolink® in situ Mounting Medium with DAPI (Merck), and fluorescent images were acquired by confocal microscopy (FV10i, Olympus) and Photoshop software (CS4 Ver11.0.2. Adobe).
Statistical analyses and reproducibility
For RNA-sequencing in Fig. 7a and Supplementary Figs. 11a–c, FPKM, BaseMean, FoldChange, P-value (two-tailed Wald test)52, and adjusted P-value (two-tailed Wald test)52,53 were determined by the Bioconductor package DESeq2 (ver. 1.20.0) (https://bioconductor.org/packages/release/bioc/html/DES0eq2.html)52. For the Kaplan-Meier analyses for the survival of CML-affected mice in Figs. 1g, 2a, b, 6a, 7e, statistical differences were determined using the log-rank non-parametric test (IBM SPSS Statics 23, IBM, Chicago, IL, USA). For Fig. 3a, b, 4a–c, the unpaired one-sided Student’s t test was used (Microsoft® Excel Ver. 16.40, Redmond, WA, USA). For the other comparisons, the unpaired two-sided Student’s t test was used (Microsoft® Excel Ver. 16.40). Data were indicated as the means ± standard deviation (s.d.). P < 0.05 was considered statistically significant. The lipidomics analyses and RNA-sequencing were based on every single experiment. For Figs. 1d, 2a, 6a, 7e, these experiments were from two independent experiments. The other experiments were repeated at least three times. No statistical method was used to predetermine the sample size. The sample size was determined on the basis of literature in this research field22,23,24,25,26,27,28,40.
Note added in proof
During the reviewing process, a paper demonstrating that Lgr4 is essential for self-renewal in acute myelogenous leukaemia (AML) stem cells was published54. The study supports our conclusion about the role of Lgr4 in maintenance of CML stem cells.
Further information on research design is available in the Nature Research Reporting Summary linked to this article.
For lipidomics analyses data in Figs. 3a, b and 4a–c, the original data are available from Source Data file, and Supplementary Method 1–3. For RNA-sequencing data in Fig. 7a, and Supplementary Fig. 1, 11a–c, our data are available from a public database gene expression omnibus (GEO, ID: GSE70031 and GSE149442, NCBI, NIH, USA) and Source Data file. Gene expression levels were measured with DESeq2 (ver.1.20.0) (https://bioconductor.org/packages/release/bioc/html/DESeq2.html)52 using the Ensembl database (https://ensembl.org/index.html). MA-plots were created using the Bokeh library (ver. 0.13.0) (https://docs.bokeh.org/en/0.13.0/). GO enrichment analyses were performed using the DAVID Bioinformatics Resource 6.8. (http://david.abcc.ncifcrf.gov). Gene expression data for Fig. 6d was downloaded from the public microarray dataset in the GEO database under accession code GSE1221130. The source data for Figs. 1b–g, 2a–g, 3a, b, 4a–c, 6a–g, 7a–g, Supplementary Figs. 1, 3b, c, 4a–c, 5a, b, 6a–d, 7, 11a–c, 13a, b, and Supplementary Table 1 have been provided as Source Data file. Source data are provided with this paper.
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We thank D.G. Tenen for the SCL-tTA and TRE-BCR-ABL1 transgenic mouse strains, H. Nakauchi for the C57BL/6-CD45.1 mouse strain, H. Matsushima and Y. Yamashita for genome-editing, K. Watanabe for lipidomics, Y. Takegami and N. Tominaga for RNA-Seq, M. Iwamoto for Lgr4Gt/Gt mouse strain, H. Honda for BCR-ABL1 cDNA, and T. Kitamura for Plat-E retroviral packaging cells. K.N. was supported by a Grant-in-Aid for Scientific Research (B) (KAKENHI Grant Numbers 17H0357800 and 20H0351700) from MEXT, the Government of Japan, and a grant from the Princess Takamatsu Cancer Research Fund (Grant Number 17-24920). S.-J.K. was supported by a grant from the Korea Health Technology R&D Project through the National Cancer Center (HA17C0037), the Ministry of Health and Welfare, Republic of Korea.
The authors declare the following competing interests: R.O., E.M. and C.K. are employees of Shimadzu Techno-research, Inc. S.-J.K. has personal financial interests as a shareholder in MedPacto Inc. All other authors have no relevant affiliations or financial involvement with any organization or entity with a financial interest in or financial conflict with the subject matter or materials discussed in the manuscript apart from those disclosed.
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Naka, K., Ochiai, R., Matsubara, E. et al. The lysophospholipase D enzyme Gdpd3 is required to maintain chronic myelogenous leukaemia stem cells. Nat Commun 11, 4681 (2020). https://doi.org/10.1038/s41467-020-18491-9
International Journal of Hematology (2021)
International Journal of Hematology (2021)