Abstract
The classical BCR-ABL-negative Myeloproliferative Neoplasms (MPN) are a group of heterogeneous haematological diseases characterized by constitutive JAK-STAT pathway activation. Targeted therapy with Ruxolitinib, a JAK1/2-specific inhibitor, achieves symptomatic improvement but does not eliminate the neoplastic clone. Similar effects are seen with histone deacetylase inhibitors (HDACi), albeit with poorer tolerance. Here, we show that bone marrow (BM) stromal cells (HS-5) protected MPN-derived cell lines (SET-2; HEL and UKE-1) and MPN patient-derived BM cells from the cytotoxic effects of Ruxolitinib and the HDACi Vorinostat. This protective effect was mediated, at least in part, by the secretion of soluble factors from the BM stroma. In addition, it correlated with the activation of signalling pathways important for cellular homeostasis, such as JAK-STAT, PI3K, JNK, MEK-ERK and NF-κB. Importantly, the pharmacological inhibition of JNK and PI3K pathways completely abrogated the BM protective effect on MPN cell lines and MPN patient samples. Our findings shed light on mechanisms of tumour survival and may indicate novel therapeutic approaches for the treatment of MPN.
Introduction
The classical BCR-ABL-negative myeloproliferative neoplasms (MPN) include Polycythaemia Vera (PV), Essential Thrombocytosis (ET) and Primary Myelofibrosis (PMF). These conditions arise from a clonal defect on myeloid progenitor cells that lead to increased proliferation of erythroid and megakaryocytic precursors resulting in the excessive production of mature blood components [1, 2]. The major clinical complications associated with these disorders are thrombohemorrhagic events, hypercatabolic state, splenomegaly, and transformation to Acute Myeloid Leukaemia (AML) [3].
The common mechanism for the three conditions is a dysregulated hyperactivity of the tyrosine kinase JAK2. The commonest cause of this is a gain of function mutation resulting in a Valine to Phenilanine substitution at the codon 617 (JAK2V617F) [4–7] leading to the constitutive phosphorylation of this protein with subsequent activation of several downstream signalling pathways like JAK-STAT, MAPK-RAS and PI3K [8]. The JAK2V617F mutation occurs in the vast majority of PV patients (up to 97%) and in a large proportion of ET and PMF patients (50–60%). In addition to this and other JAK2-activating mutations, mutations in genes encoding epigenetic modulators such as TET2, ASXL1, EZH2 and IDH1/2 have been described in MPN [8–10].
The molecular characterization of MPN has led to the use of JAK and HDAC inhibitors in these patients [11–15]. Ruxolitinib is a JAK1/2 inhibitor approved for the treatment of PMF and PV [11, 12, 16, 17]. The treatment of PV and PMF patients with this agent in the context of clinical trials showed significant improvement in symptoms and splenomegaly but fail to consistently eradicate the neoplastic clone [11, 12, 17].
Vorinostat (Suberoylanilide Hydroxamic Acid) is an HDAC inhibitor which has been shown to decrease cellular viability and proliferation of MPN cells in vitro. In mouse models of MPN, Vorinostat produced haematological responses and, reduced tumour burden [18]. The same effects were seen in in clinical trials but the tolerability was poor [14]. Other HDAC inhibitors, like Panobinostat and Givinostat, have produced disappointing results in clinical trials [13, 15].
Leukaemic cells are not isolated entities and interact with the surrounding microenvironment which provides the stimuli which allow neoplastic cells to over-compete their normal counterparts leading to their growth and progression [19, 20]. The bone marrow (BM) is a specialized organ where normal haematopoiesis takes place, but it also acts as a sanctuary in which malignant cells from a variety of haematological disorders thrive, survive and proliferate [21]. The supportive effect of the BM is mediated by the secretion soluble factors, like cytokines, but also through direct cellular contact between the leukaemic cells and the stromal marrow cells [20, 22]. In fact, the BM stroma has been implicated in the cytoprotection of leukaemic cells to a variety of pharmacological compounds [23–26]. In the context of MPN it has been shown that the BM microenvironment protected MPN cells from the cytotoxic action of the JAK inhibitor Atiprimod [27].
We investigated the protective effect that BM stroma may exert of MPN cells and the mechanism by which this effect may be exerted. Our results demonstrate that the incubation of MPN cells with BM derived stroma impairs the cytotoxic action of both Vorinostat and Ruxolitinib. This effect is achieved by the activation of survival pathways like JNK and PI3K. Importantly, the pharmacological inhibition of such signalling pathways completely revert the BM protective effect on MPN cells. These results confirm that the BM microenvironment protects MPN cells from targeted therapies and also provide a potential therapeutic strategy to overcome this protective effect.
Material and Methods
Primary patient samples and cell lines
MPN patient BM samples were obtained at the Haematology service of the “Instituto Português de Oncologia de Lisboa–Francisco Gentil E.P.E.” in the course of routine clinical investigations and following written informed consent. Ethics approval was obtained and all samples were treated anonymously in accordance with the Declaration of Helsinki. MPN patient characteristics and information (diagnosis; gender; age; presence of JAK2V617F mutation and in vitro response to inhibitors) are summarized in Table 1. Mononuclear cells from BM samples were separated by density gradient centrifugation and CD34+ cells isolated using Diamond CD34 isolation kit (Miltenyi Biotec) according to the manufacturer’s instructions. The isolated cells were cultured in IMDM medium (Sigma-Aldrich) supplemented with 20% fetal bovine serum (FBS) (Life Technologies), Antibiotics (Lonza) and L-Glutamine (Life Technologies).
Table 1. MPN Patient characteristics.
Patient | Diagnosis | Gender | Age at diagnosis | JAK2V617F mutation | Response to Vorinostat | Response to Ruxolitinib |
---|---|---|---|---|---|---|
1 | AML (Post-PV) | F | 64 | positive | ++ | ++ |
2 | PV | F | 60 | positive | ++ | n.d. |
3 | AML | F | 55 | negative | +++ | ++ |
4 | ET | M | 38 | negative | + | + |
5 | MPN-U | M | 45 | negative | + | - |
6 | ET | F | 72 | negative | +++ | + |
7 | AML (Post-PV) | M | 76 | positive | ++ | + |
8 | MPN-CEL/HES | F | 23 | negative | ++ | + |
9 | PV | F | 52 | negative | ++ | - |
AML–Acute Myeloid Leukaemia; PV–Polycythaemia Vera; ET–Essential Thrombocytosis; MPN-U—Myeloproliferative Neoplasm–Unclassified; MPN-CEL/HES—Myeloproliferative Neoplasm with chronic eosinophilic leukemia/hypereosinophilic syndrome; F–Female; M–Male; n.d.–not determined; Response to Vorinostat and to Ruxolitinib–these represent the Viability Index (VI) of Lin-CD34+ patients cells treated with Vorinostat and Ruxolitinib without stroma (- →1.00>VI>0.91; + → 0.90>VI>0.51; ++ → 0.50>VI>0.21 and +++ → 0.20>VI>0.00).
All cell lines were cultured according to standard protocols. The MPN cell lines used in our study (SET-2, HEL, UKE-1) arbor the JAK2V617F mutation, both HEL and UKE-1 are homozygous for this mutation, while SET-2 cell line is heterozygous [28]. The MPN cell line HEL was purchased from ATCC, while SET-2 [29] and UKE-1 [30] were kindly donated by Prof. Jean Luc-Villeval. The human BM stromal cell lines HS-5 (purchased from ATCC) was kindly donated by Prof. Paolo Gia and KM-102 by Prof. Motoo Kitagawa [31].
Production of HS-5 conditioned media
HS-5 cells were plated in T75 flasks with 15ml DMEM-10 medium (DMEM supplemented with 10% FBS, Antibiotics and L-Glutamine) (Life Technologies). Once the cells reached 70% confluence, the medium was harvested, the cells washed once and 10ml DMEM-10 medium added to the flasks. The HS-5 conditioned media was collected every 3 days of culture for a period of 9 days. Following collection, the medium was centrifuged and the supernatant was stored at -20°C.
In vitro co-culture assays
HS-5 and KM-102 cell lines were cultured to 70% confluence and the MPN cells added to the stromal layer of HS-5 (+ HS-5) or KM-102 (+ KM-102) at 0.1x106 cells/ml in the appropriate culture medium, either directly (for cell to cell contact) or indirectly (separated by a 0.4-mm-thick micropore membranes +HS-5 TW). In addition, MPN cells were incubated without any stromal support (no stroma) or with the HS-5 conditioned media (+ CM), diluted 50% in the respective culture media. Vorinostat (Selleckchem), Ruxolitinib (Axon Medchem), SP600125 (JNK inhibitor) (Selleckchem) and LY294002 (PI3K inhibitor) (Cayman Chemicals) were added to the co-cultures once the MPN cells adhered to the BM stroma. At the indicated time points the cells were harvested and assessed as described below for viability, gene expression and immunoblotting.
Cellular viability assays
Harvested cells were stained with CD45-APC (Biolegend), Annexin-V- FITC (Biolegend) and Propidium Iodide (PI) (Sigma-Aldrich). Flow cytometric data was acquired on a FACSCalibur flow cytometer (BD Biosciences) and the percentage of viable cells was described as those that did not stain for Annexin-V nor PI. Viability was also assessed by PI exclusion analysis by Flow cytometry. The data was analyzed using Flow Jo software version X.0.7 (Tree Star inc.).
Drug titration and interaction analysis
SET-2 cells were cultured alone and with HS-5 cells for 72h and viability analyzed as described above. Drugs were added to these cultures in the concentrations described in S1 Table, alone and in the following combinations: Vorinostat (#1) with JNKi-SP600125 (#3); Vorinostat (#1) with PI3Ki-LY294002 (#4); Ruxolitinib (#2) with JNKi-SP600125 (#3) and Ruxolitinib (#2) with PI3Ki-LY294002 (#4). The half maximal effective concentration (EC50) calculation was performed using the GraphPad Prism version 5.00 for Windows (GraphPad Software) and the drug interactions were calculated using the Chou-Talalay method [32].
RNA extraction, RT-PCR and quantitative Real-Time-PCR
RNA was extracted as described earlier [33], cDNA synthesized and gene expression evaluated by quantitative Real-Time-PCR (qPCR) and normalized to the expression levels of HPRT1 gene. Primers used for the qPCR are indicated in S2 Table. The reagents were combined according to standard protocols and the amplifications performed in a LightCycler 480 II thermocycler (Roche).
Immunobloting
Cell lysates were prepared as described [34] and equal amounts of protein were analyzed by 10% SDS-PAGE, transferred onto nitrocellulose membranes, and immunoblotted with the antibodies described in S3 Table.
Statistical analysis
Differences between populations were calculated using unpaired 2-tailed Student’s t test or One-way ANOVA, when appropriate using the GraphPad Prism version 5.00 for Windows (GraphPad Software). A p-value <0.05 was considered significant.
Results
The BM microenvironment protects MPN cells from drug-induced apoptosis
To investigate the protective effect of the BM stroma on MPN cells we used a co-culture assay where HS-5 cells [35] were incubated with MPN cell lines and primary MPN cells. Both Vorinostat and Ruxolitinib induced apoptosis of SET-2 cells (Fig 1A and 1B—no stroma panels), which is in agreement with the reported effects of these agents in MPN cells [18, 36]. Co-culturing SET-2 cells with HS-5 cells (+ HS-5) significantly reduced apoptosis (Fig 1A and 1B—+ HS-5 panels). This protective effect of the HS-5 BM stroma was maintained for up to 6 days of co-culture (S1 Fig).
Despite protecting from apoptosis, co-culturing SET-2 cells with HS-5 did not abrogate the reported effects that Vorinostat has on gene expression, as shown by the up-regulation of HDACi transcriptional targets like CDKN1A [34], IER3 [33] and BIRC3 [37] (S2A Fig), nor the inhibitory effects of Ruxolitinib on the expression of known JAK-STAT pathway transcriptional targets, such as BCL2 [38], OSM [39] and PIM1 [40] (S2B Fig), which indicates that both Vorinostat and Ruxolitinib are being effective. Similar protective effects on apoptosis were seen in the other MPN derived cell lines HEL (S3A Fig) and UKE-1 (S3B Fig). However, unlike previous descriptions [41] we did not observe apoptosis induced by Ruxolitinib (a JAK1/2 inhibitor) in UKE-1 cells (S3B Fig). Furthermore, co-culture experiments using another BM stromal cell line (KM-102) [31] confirmed the stromal cells’ protective effect on apoptosis of SET-2 cells induced by Vorinostat (S4A Fig) and Ruxolitinib (S4B Fig). These results demonstrate that BM stromal cells maintain MPN cellular viability in the presence of both Vorinostat and Ruxolitinib.
The protective effect of BM microenvironment is exerted through secreted factors
In order to investigate whether the protective effect of BM stromal cells requires direct cell contact (juxtacrine) or is mediated by secreted molecules (paracrine), we cultured SET-2 cells with the HS-5 conditioned media or with the HS-5 cells without direct contact between stromal and MPN cells. The conditioned media (+ CM) displayed a similar protective effect from Vorinostat (Fig 1A and 1C) and Ruxolitinib (Fig 1B and 1D) -induced apoptosis on SET-2 cells as direct contact with HS-5 cells (+ HS-5). Likewise, SET-2 cell viability in the presence of Vorinostat (Fig 1C) or Ruxolitinib (Fig 1D) was maintained by HS-5 cells even when the two cell types were cultured in transwell chambers that physically separated them, allowing only the exchange of soluble factors (+ HS-5 with TW). These results strongly suggest that HS-5 stromal cells protect MPN cells from apoptosis induced by Vorinostat and Ruxolitinib, at least in part, by means of soluble factors.
Activation of JNK and PI3K signalling pathways is required for BM stromal–mediated protection of MPN cells
In order to understand the molecular mechanism by which the HS-5 protects MPN cells from drug-induced apoptosis, we analyzed the changes in activation of various signalling pathways induced by the system described above [35]. Signalling pathway activation was measured by assessing phosphorylation of downstream targets. We co-cultured SET-2 cells in the presence of a stromal layer of HS-5 cells (+ HS-5) and HS-5 conditioned media (+ CM) for a period of 72h and determined the activation of signalling pathways involved in cellular survival and proliferation by immunoblot analysis. As shown in Fig 2, the presence of HS-5 cells (+ HS-5) or their conditioned media (+ CM) activated the JAK-STAT, JNK, PI3K, NF-κB and, to a lesser extent, the MEK-ERK signalling pathways in a time-dependent manner. The kinetics of activation differed between the signalling pathways analyzed, and the direct contact between the cells or the presence of HS-5 conditioned media also induced differential activation patterns, as shown in the P-JNK/SAPK and P-Akt/PKB immunoblots (Fig 2). Interestingly, the activation of the signalling pathways is accompanied by an induction on the transcript levels of downstream target genes of the same pathways (data not shown) suggesting robust activation of these signalling pathways.
We next tested the functional relevance of the observed pathway activation by treating SET-2 and HS-5 co-cultured cells with Vorinostat or Ruxolitinib in combination with pharmacological inhibitors of the pathways found to be activated: MEK/ERK (PD98059); NF-κB (BMS-345541); PI3K (LY294002) and JNK (SP600125). The co-treatment of SET-2 cells with Vorinostat or Ruxolinib with the MEK/ERK and NF-κB inhibitors had no impact on the HS-5 BM stroma mediated protection to SET-2 cells (data not shown). However, the treatment combination of either Vorinostat or Ruxolitinib with the JNK or PI3K pharmacological inhibitors completely reversed the HS-5 BM induced protection of SET-2 cells (Fig 3A and 3B). The decreased phosphorylation of JNK/SAPK protein following treatment with SP600125 and the decreased phosphorylation of PI3K downstream target GSK3α/β following treatment with LY294002 (S5 Fig) indicate these drugs are indeed inhibiting these signalling pathways in our co-culture system.
Combined treatment of Vorinostat and Ruxolitinib with JNK and PI3K inhibition results in synergistic induction of cell death in MPN cells
Given that the inhibition of both JNK and PI3K signalling pathways completely reversed the HS-5 BM induced protection of SET-2 cells, we tested whether the combination of the different pharmacological agents could have synergist effects using the Chou-Talalay method [32]. To this end, we cultured SET-2 for 72h with or without the HS-5 cells and treated with escalating concentrations of the combinations of Vorinostat and Ruxolitinib with both SP600125 (JNKi) and LY294002 (PI3Ki). As shown in S6 Fig, the protective effect of the HS-5 increased the EC50 of both Vorinostat and Ruxolitinib in SET-2 cells by almost 3 fold (2.19 for Vorinostat and 2.60 for Ruxolitinib). Combining both SP600125 (JNKi) and LY294002 (PI3Ki) with Vorinostat (S6A and S6B Fig) reduced the EC50 (3.30μM to 0.46μM–JNKi and 3.30μM to 1.41μM–PI3Ki) further demonstrating that the inhibition of these pathways abrogated the protective effect induced by the HS-5. Furthermore, the combination indexes (CI) of SET-2 cells co-cultured with HS-5 cells and exposed to Vorinostat and SP600125 (JNKi) or LY294002 (PI3Ki) showed a synergistic effect (CI below 1.00) between the drugs at therapeutically achievable doses of Vorinostat (X < 2.52μM) [42]. On the other hand, the combination of SP600125 (JNKi) with Ruxolitinib reduced the EC50 (0.26μM to 0.19μM) but not the combination of LY294002 (PI3Ki) with Ruxolitinib (0.26μM to 0.31μM) (S6C and S6D Fig). However, both drug combinations induce higher degree of cell death and these effects are synergistic at therapeutically achievable doses of Ruxolitinib (X < 1.00μM) [43]. These results further demonstrate that the HS-5 cells activate JNK and PI3K signalling pathways in SET-2 cells, probably mediating resistance to apoptosis induced by Vorinostat and Ruxolitinib.
JNK and PI3K signaling pathway activation mediates ex-vivo stromal protection of primary MPN samples
The above findings were confirmed in primary Lin-CD34+ cells from MPN patients (Table 1), as with the cell lines, these were co-cultured with HS-5 BM stromal cells in the presence of the pharmacological agents. Both Vorinostat (Fig 4A and 4B) and Ruxolitinib (Fig 4C and 4D) reduced cellular viability, although the degree of reduction varied between patients (Table 1). Furthermore, co-culture with HS-5 cells significantly protected primary cells from Vorinostat- (Fig 4A and 4B) and Ruxolitinib- (Fig 4C and 4D) induced apoptosis. Inhibition of JNK (Fig 4A and 4C) and PI3K (Fig 4B and 4D) signalling pathways reversed the protective effect of HS-5 cells, although the reversion was not as striking as with the cell line model (Fig 3) and was not seen in all the MPN patient samples (MPN #1; #3 and #6). Nonetheless, the results obtained with MPN primary samples support our hypothesis that the stroma-mediated protection of MPN cells from drug-induced apoptosis requires the activation of JNK and PI3K signalling pathways.
Discussion
The unraveling of the role of JAK2 activation in the molecular pathophysiology of MPN [4–7] led to the development of JAK2 inhibitors, such as Ruxolitinib. Despite clear efficacy in reducing disease burden, these agents have failed to eradicate the malignant clone [11, 12]. Similarly, in light of the identification of epigenetic alterations in MPN, HDAC inhibitors have been tested in these diseases [13–15]. These yielded modest responses and poor tolerability, but Vorinostat was successful in reducing tumour burden in some patients [14]. We postulated that the BM microenvironment could play a role in protecting the MPN cells from the cytotoxic actions of Ruxolitinib and Vorinostat. There is increasing evidence implicating the BM microenvironment in the resistance to therapy in haematological malignancies. Tesfai and colleagues reported that the BM stroma impaired the response of B-cell Acute Lymphoblatic Leukemia (B-ALL) cells to cytotoxic agents [23]. In myeloid neoplasms, it was recently reported that tyrosine kinase inhibitors are unable to completely eliminate the leukaemic stem cell in Chronic Myeloid Leukemia cells due to microenvironmental cues [24, 26]. Similarly, a variety of agents fail to kill Acute Myeloid Leukemia cells [25, 44, 45] in the presence of BM stromal cells. Here, we demonstrate that the stromal cells protect MPN derived cell lines and primary MPN Lin- CD34+ cells from apoptosis induced by Vorinostat and Ruxolitinib (Figs 1 and 4).
Several studies indicate that the BM stroma secretes cytokines which protect neoplastic myeloid cells from drug-induced apoptosis [24, 25, 27]. Our studies indicate that soluble factors produced by the stromal cell line HS-5 protected MPN cells from Vorinostat- and Ruxolitinib- induced apoptosis (Fig 1). Analysis of activation of downstream signalling pathways indicated that these factors activate several signalling pathways (Fig 2) in MPN cells. We have not yet identified the secreted factor responsible for this effect but our data indicate that it probably acts through JNK and PI3K signalling pathway activation. Consistent with this is the preliminary data from our laboratory suggesting that SCF and GM-CSF could be implicated in the protection (data not shown). These cytokines are reported to activate MEK-ERK, NF-κB and PI3K signalling pathways [46, 47], and it is tempting to speculate that they might activate these pathways in our cell-culture system (Fig 2). The activation of JNK signalling pathway by the secreted factors might occur through IL1β signalling, a cytokine associated with inflammation [48, 49] and also secreted by HS-5 cells [35]. The identification of the secreted factor(s) responsible for the protective effect will be important in delineating possible therapeutic targets.
Despite the fact that our data implicate the role of a HS-5 secreted factor in the protective effect, the importance of the direct contact (or juxtacrine effect) between stromal and MPN cells cannot be ignored. Higher levels of MPN cellular viability were obtained when MPN cells were in direct contact with the HS-5 BM stroma (Fig 1), particularly when treated with Ruxolitinib (Fig 1B). These results might suggest that a combination of juxtacrine and paracrine effects of the HS-5 BM stroma could contribute to the protection of MPN cells. This is further reinforced by the fact that adhesion molecules, such as ICAM-1 and E-Cadherin, have been reported to activate the signalling pathways that we observed in our co-culture system (Fig 2) [50, 51].
In an attempt to improve the efficacy of JAK2 inhibitors, several clinical trials in the MPN field are testing combinations of Ruxolitinib with drugs which may have synergistic mechanisms of action, such as signalling inhibitors, immunomodulators and epigenetic modulators [52, 53]. Given our results showing the BM stroma mediated activation of JNK and PI3K signalling pathways in MPN cells (Fig 2), we tested combinations of Vorinostat and Ruxolitinib with pharmacological inhibitors of such pathways. In these combinations, JNK (SP600125) and PI3K (LY294002) inhibitors, abrogated the protective effects of stromal cells on MPN cells in the cell line model (Fig 3) and also in primary BM-derived Lin-CD34+ MPN cells (Fig 4), demonstrating that the integrity of these signalling pathways must be maintained in order for the HS-5 cells to exert their protective effect. This is supported by the fact that both JNK and PI3K signalling pathways have been implicated in the regulation of cellular viability in haematological malignancies [54–56]. Furthermore, our results (Figs 3 and 4) are agreement with the fact that the PI3K signalling pathway has been implicated in the protection of myeloid neoplastic cells to several cytotoxic stimuli [45, 57], suggesting that the PI3K axis may act as a gatekeeper of the BM mediated protection in myeloid neoplasms. As shown in Fig 4, the level of reversion of the HS-5-induced protection to Vorinostat and Ruxolitinib with SP600125 and LY294002 varied among primary MPN cells (MPN patients #1, #3 and #6 failed to revert HS-5 induced protection with SP600125 and LY294002), which might reflect inter-patient variability and might also suggest that other signalling pathways could be activated in these patients by stromal cells, such as MEK-ERK or NF-κB (Fig 2). These results suggest the possibility of a novel therapeutic approach for the treatment of MPN and other haematological malignancies: the dual targeting of the neoplastic clone (MPN cells) and the microenvironmental cues (stromal-activated signalling pathways). This therapeutic strategy has the potential to overcome stromal-induced drug resistance and expose the neoplastic stem cells to eradication. Importantly, the combination of Ruxolitinib and BKM120 (a pan-PI3K inhibitor) is already being tested in a phase I clinical in patients with myelofibrosis (NCT01730248), despite the fact that the study trial was designed with a different propose.
In summary, we have demonstrated that the BM stroma plays a pivotal role in the protection of MPN cells from apoptosis induced by Vorinostat and Ruxolitinib. In the absence of stromal cells and/or their secreted factors, Vorinostat and Ruxolitinib lead to MPN cell death. However, when MPN cells are placed in contact with BM stromal cells, this leads to the activation of JNK and the PI3K signalling pathways which protect MPN cells from Vorinostat and Ruxolitinib induced apoptosis (Fig 5). Inhibition of these pathways in the same system abrogates the protective effect exerted by the stroma. These results point to a novel potential therapeutic approach to treat MPN patients: the dual targeting of both the neoplastic clone and the microenvironmental cues.
Supporting Information
Acknowledgments
The authors are grateful Prof. Jean Luc Villeval, Dr. Paolo Ghia and Prof. Motoo Kitagawa for kindly donating the SET-2, UKE-1, KM-102 and HS-5 cell lines that we used in this study; Ana Oliveira, Danylo Panovyk, Mariana Gil and Olga Pereira for their technical support; the patients and their families, which generously contributed to this study.
Data Availability
All relevant data are within the paper and its Supporting Information files.
Funding Statement
This study was funded by research grants from "Instituto Português de Oncologia de Lisboa—Francisco Gentil" (IPOL-FG), "Associação Portuguesa Contra a Leucemia" (APCL) and "Liga Portuguesa Contra o Cancro" (LPCC). BAC is a recipient of a Post-Doc fellowship from "Fundação para a Ciência e Tecnologia" (FCT—SFRH/BPD/79209/2011) and HB from LPCC. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
References
- 1. Adamson JW, Fialkow PJ, Murphy S, Prchal JF, Steinmann L. Polycythemia vera: stem-cell and probable clonal origin of the disease. N Engl J Med. 1976. October 21;295(17):913–6. [DOI] [PubMed] [Google Scholar]
- 2. Fialkow PJ, Faguet GB, Jacobson RJ, Vaidya K, Murphy S. Evidence that essential thrombocythemia is a clonal disorder with origin in a multipotent stem cell. Blood. 1981. November;58(5):916–9. [PubMed] [Google Scholar]
- 3. Vannucchi AM, Guglielmelli P, Tefferi A. Advances in understanding and management of myeloproliferative neoplasms. CA Cancer J Clin. 2009. May-Jun;59(3):171–91. 10.3322/caac.20009 [DOI] [PubMed] [Google Scholar]
- 4. Levine RL, Wadleigh M, Cools J, Ebert BL, Wernig G, Huntly BJ, et al. Activating mutation in the tyrosine kinase JAK2 in polycythemia vera, essential thrombocythemia, and myeloid metaplasia with myelofibrosis. Cancer Cell. 2005. April;7(4):387–97. [DOI] [PubMed] [Google Scholar]
- 5. Kralovics R, Passamonti F, Buser AS, Teo SS, Tiedt R, Passweg JR, et al. A gain-of-function mutation of JAK2 in myeloproliferative disorders. N Engl J Med. 2005. April 28;352(17):1779–90. [DOI] [PubMed] [Google Scholar]
- 6. James C, Ugo V, Le Couedic JP, Staerk J, Delhommeau F, Lacout C, et al. A unique clonal JAK2 mutation leading to constitutive signalling causes polycythaemia vera. Nature. 2005. April 28;434(7037):1144–8. [DOI] [PubMed] [Google Scholar]
- 7. Baxter EJ, Scott LM, Campbell PJ, East C, Fourouclas N, Swanton S, et al. Acquired mutation of the tyrosine kinase JAK2 in human myeloproliferative disorders. Lancet. 2005. March 19–25;365(9464):1054–61. [DOI] [PubMed] [Google Scholar]
- 8. Vainchenker W, Delhommeau F, Constantinescu SN, Bernard OA. New mutations and pathogenesis of myeloproliferative neoplasms. Blood. 2011. August 18;118(7):1723–35. 10.1182/blood-2011-02-292102 [DOI] [PubMed] [Google Scholar]
- 9. Nangalia J, Massie CE, Baxter EJ, Nice FL, Gundem G, Wedge DC, et al. Somatic CALR mutations in myeloproliferative neoplasms with nonmutated JAK2. N Engl J Med. 2013. December 19;369(25):2391–405. 10.1056/NEJMoa1312542 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10. Klampfl T, Gisslinger H, Harutyunyan AS, Nivarthi H, Rumi E, Milosevic JD, et al. Somatic mutations of calreticulin in myeloproliferative neoplasms. N Engl J Med. 2013. December 19;369(25):2379–90. 10.1056/NEJMoa1311347 [DOI] [PubMed] [Google Scholar]
- 11. Verstovsek S, Mesa RA, Gotlib J, Levy RS, Gupta V, DiPersio JF, et al. A double-blind, placebo-controlled trial of ruxolitinib for myelofibrosis. N Engl J Med. 2012. March 1;366(9):799–807. 10.1056/NEJMoa1110557 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Harrison C, Kiladjian JJ, Al-Ali HK, Gisslinger H, Waltzman R, Stalbovskaya V, et al. JAK inhibition with ruxolitinib versus best available therapy for myelofibrosis. N Engl J Med. 2012. March 1;366(9):787–98. 10.1056/NEJMoa1110556 [DOI] [PubMed] [Google Scholar]
- 13. Deangelo DJ, Mesa RA, Fiskus W, Tefferi A, Paley C, Wadleigh M, et al. Phase II trial of panobinostat, an oral pan-deacetylase inhibitor in patients with primary myelofibrosis, post-essential thrombocythaemia, and post-polycythaemia vera myelofibrosis. Br J Haematol. 2013. August;162(3):326–35. 10.1111/bjh.12384 [DOI] [PubMed] [Google Scholar]
- 14. Andersen CL, McMullin MF, Ejerblad E, Zweegman S, Harrison C, Fernandes S, et al. A phase II study of vorinostat (MK-0683) in patients with polycythaemia vera and essential thrombocythaemia. Br J Haematol. 2013. August;162(4):498–508. 10.1111/bjh.12416 [DOI] [PubMed] [Google Scholar]
- 15. Rambaldi A, Dellacasa CM, Finazzi G, Carobbio A, Ferrari ML, Guglielmelli P, et al. A pilot study of the Histone-Deacetylase inhibitor Givinostat in patients with JAK2V617F positive chronic myeloproliferative neoplasms. Br J Haematol. 2010. August;150(4):446–55. 10.1111/j.1365-2141.2010.08266.x [DOI] [PubMed] [Google Scholar]
- 16. Mascarenhas J, Hoffman R. Ruxolitinib: the first FDA approved therapy for the treatment of myelofibrosis. Clin Cancer Res. 2012. June 1;18(11):3008–14. 10.1158/1078-0432.CCR-11-3145 [DOI] [PubMed] [Google Scholar]
- 17. Verstovsek S, Passamonti F, Rambaldi A, Barosi G, Rosen PJ, Rumi E, et al. A phase 2 study of ruxolitinib, an oral JAK1 and JAK2 inhibitor, in patients with advanced polycythemia vera who are refractory or intolerant to hydroxyurea. Cancer. 2014. February 15;120(4):513–20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18. Akada H, Akada S, Gajra A, Bair A, Graziano S, Hutchison RE, et al. Efficacy of vorinostat in a murine model of polycythemia vera. Blood. 2012. April 19;119(16):3779–89. 10.1182/blood-2011-02-336743 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. Smith JN, Calvi LM. Concise Review: Current Concepts in Bone Marrow Microenvironmental Regulation of Hematopoietic Stem and Progenitor Cells. Stem Cells. 2013. June;31(6):1044–50. 10.1002/stem.1370 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20. Lataillade JJ, Pierre-Louis O, Hasselbalch HC, Uzan G, Jasmin C, Martyre MC, et al. Does primary myelofibrosis involve a defective stem cell niche? From concept to evidence. Blood. 2008. October 15;112(8):3026–35. 10.1182/blood-2008-06-158386 [DOI] [PubMed] [Google Scholar]
- 21. Colmone A, Amorim M, Pontier AL, Wang S, Jablonski E, Sipkins DA. Leukemic cells create bone marrow niches that disrupt the behavior of normal hematopoietic progenitor cells. Science. 2008. December 19;322(5909):1861–5. 10.1126/science.1164390 [DOI] [PubMed] [Google Scholar]
- 22. Meads MB, Hazlehurst LA, Dalton WS. The bone marrow microenvironment as a tumor sanctuary and contributor to drug resistance. Clin Cancer Res. 2008. May 1;14(9):2519–26. 10.1158/1078-0432.CCR-07-2223 [DOI] [PubMed] [Google Scholar]
- 23. Tesfai Y, Ford J, Carter KW, Firth MJ, O'Leary RA, Gottardo NG, et al. Interactions between acute lymphoblastic leukemia and bone marrow stromal cells influence response to therapy. Leuk Res. 2012. March;36(3):299–306. 10.1016/j.leukres.2011.08.001 [DOI] [PubMed] [Google Scholar]
- 24. Weisberg E, Wright RD, McMillin DW, Mitsiades C, Ray A, Adamia S, et al. Stromal-mediated protection of tyrosine kinase inhibitor-treated BCR-ABL-expressing leukemia cells. Mol Cancer Ther. 2008. May;7(5):1121–9. 10.1158/1535-7163.MCT-07-2331 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Weisberg E, Liu Q, Nelson E, Kung AL, Christie AL, Bronson R, et al. Using combination therapy to override stromal-mediated chemoresistance in mutant FLT3-positive AML: synergism between FLT3 inhibitors, dasatinib/multi-targeted inhibitors and JAK inhibitors. Leukemia. 2012. October;26(10):2233–44. 10.1038/leu.2012.96 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26. Zhang B, Li M, McDonald T, Holyoake TL, Moon RT, Campana D, et al. Microenvironmental protection of CML stem and progenitor cells from tyrosine kinase inhibitors through N-cadherin and Wnt-beta-catenin signaling. Blood. 2013. March 7;121(10):1824–38. 10.1182/blood-2012-02-412890 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. Manshouri T, Estrov Z, Quintas-Cardama A, Burger J, Zhang Y, Livun A, et al. Bone marrow stroma-secreted cytokines protect JAK2(V617F)-mutated cells from the effects of a JAK2 inhibitor. Cancer Res. 2011. June 1;71(11):3831–40. 10.1158/0008-5472.CAN-10-4002 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28. Quentmeier H, MacLeod RA, Zaborski M, Drexler HG. JAK2 V617F tyrosine kinase mutation in cell lines derived from myeloproliferative disorders. Leukemia. 2006. March;20(3):471–6. [DOI] [PubMed] [Google Scholar]
- 29. Uozumi K, Otsuka M, Ohno N, Moriyama T, Suzuki S, Shimotakahara S, et al. Establishment and characterization of a new human megakaryoblastic cell line (SET-2) that spontaneously matures to megakaryocytes and produces platelet-like particles. Leukemia. 2000. January;14(1):142–52. [DOI] [PubMed] [Google Scholar]
- 30. Fiedler W, Henke RP, Ergun S, Schumacher U, Gehling UM, Vohwinkel G, et al. Derivation of a new hematopoietic cell line with endothelial features from a patient with transformed myeloproliferative syndrome: a case report. Cancer. 2000. January 15;88(2):344–51. [DOI] [PubMed] [Google Scholar]
- 31. Harigaya K, Handa H. Generation of functional clonal cell lines from human bone marrow stroma. Proc Natl Acad Sci U S A. 1985. May;82(10):3477–80. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Chou TC. Theoretical basis, experimental design, and computerized simulation of synergism and antagonism in drug combination studies. Pharmacol Rev. 2006. September;58(3):621–81. [DOI] [PubMed] [Google Scholar]
- 33. Silva G, Cardoso BA, Belo H, Almeida AM. Vorinostat induces apoptosis and differentiation in myeloid malignancies: genetic and molecular mechanisms. PLoS One. 2013;8(1):e53766 10.1371/journal.pone.0053766 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Cardoso BA, de Almeida SF, Laranjeira AB, Carmo-Fonseca M, Yunes JA, Coffer PJ, et al. TAL1/SCL is downregulated upon histone deacetylase inhibition in T-cell acute lymphoblastic leukemia cells. Leukemia. 2011. October;25(10):1578–86. 10.1038/leu.2011.140 [DOI] [PubMed] [Google Scholar]
- 35. Roecklein BA, Torok-Storb B. Functionally distinct human marrow stromal cell lines immortalized by transduction with the human papilloma virus E6/E7 genes. Blood. 1995. February 15;85(4):997–1005. [PubMed] [Google Scholar]
- 36. Quintas-Cardama A, Vaddi K, Liu P, Manshouri T, Li J, Scherle PA, et al. Preclinical characterization of the selective JAK1/2 inhibitor INCB018424: therapeutic implications for the treatment of myeloproliferative neoplasms. Blood. 2010. April 15;115(15):3109–17. 10.1182/blood-2009-04-214957 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37. Shulak L, Beljanski V, Chiang C, Dutta SM, Van Grevenynghe J, Belgnaoui SM, et al. Histone deacetylase inhibitors potentiate vesicular stomatitis virus oncolysis in prostate cancer cells by modulating NF-kappaB-dependent autophagy. J Virol. 2014. March;88(5):2927–3. 10.1128/JVI.03406-13 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38. Barata JT, Cardoso AA, Boussiotis VA. Interleukin-7 in T-cell acute lymphoblastic leukemia: an extrinsic factor supporting leukemogenesis? Leuk Lymphoma. 2005. April;46(4):483–95. [DOI] [PubMed] [Google Scholar]
- 39. Hoermann G, Cerny-Reiterer S, Herrmann H, Blatt K, Bilban M, Gisslinger H, et al. Identification of oncostatin M as a JAK2 V617F-dependent amplifier of cytokine production and bone marrow remodeling in myeloproliferative neoplasms. FASEB J. 2012. February;26(2):894–906. 10.1096/fj.11-193078 [DOI] [PubMed] [Google Scholar]
- 40. Wernig G, Gonneville JR, Crowley BJ, Rodrigues MS, Reddy MM, Hudon HE, et al. The Jak2V617F oncogene associated with myeloproliferative diseases requires a functional FERM domain for transformation and for expression of the Myc and Pim proto-oncogenes. Blood. 2008. April 1;111(7):3751–9. 10.1182/blood-2007-07-102186 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41. Fiskus W, Verstovsek S, Manshouri T, Smith JE, Peth K, Abhyankar S, et al. Dual PI3K/AKT/mTOR inhibitor BEZ235 synergistically enhances the activity of JAK2 inhibitor against cultured and primary human myeloproliferative neoplasm cells. Mol Cancer Ther. 2013. May;12(5):577–88. 10.1158/1535-7163.MCT-12-0862 [DOI] [PubMed] [Google Scholar]
- 42. Kelly WK, O'Connor OA, Krug LM, Chiao JH, Heaney M, Curley T, et al. Phase I study of an oral histone deacetylase inhibitor, suberoylanilide hydroxamic acid, in patients with advanced cancer. J Clin Oncol. 2005. June 10;23(17):3923–31. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43. Shi JG, Chen X, McGee RF, Landman RR, Emm T, Lo Y, et al. The pharmacokinetics, pharmacodynamics, and safety of orally dosed INCB018424 phosphate in healthy volunteers. J Clin Pharmacol. 2011. December;51(12):1644–54. 10.1177/0091270010389469 [DOI] [PubMed] [Google Scholar]
- 44. Zeng Z, Shi YX, Samudio IJ, Wang RY, Ling X, Frolova O, et al. Targeting the leukemia microenvironment by CXCR4 inhibition overcomes resistance to kinase inhibitors and chemotherapy in AML. Blood. 2009. June 11;113(24):6215–24. 10.1182/blood-2008-05-158311 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45. Weisberg E, Liu Q, Zhang X, Nelson E, Sattler M, Liu F, et al. Selective Akt inhibitors synergize with tyrosine kinase inhibitors and effectively override stroma-associated cytoprotection of mutant FLT3-positive AML cells. PLoS One. 2013;8(2):e56473 10.1371/journal.pone.0056473 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46. Wandzioch E, Edling CE, Palmer RH, Carlsson L, Hallberg B. Activation of the MAP kinase pathway by c-Kit is PI-3 kinase dependent in hematopoietic progenitor/stem cell lines. Blood. 2004. July 1;104(1):51–7. [DOI] [PubMed] [Google Scholar]
- 47. van de Laar L, Coffer PJ, Woltman AM. Regulation of dendritic cell development by GM-CSF: molecular control and implications for immune homeostasis and therapy. Blood. 2012. April 12;119(15):3383–93. 10.1182/blood-2011-11-370130 [DOI] [PubMed] [Google Scholar]
- 48. Moura-Alves P, Neves-Costa A, Raquel H, Pacheco TR, D'Almeida B, Rodrigues R, et al. An shRNA-based screen of splicing regulators identifies SFRS3 as a negative regulator of IL-1beta secretion. PLoS One. 2011;6(5):e19829 10.1371/journal.pone.0019829 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49. Zhang Y, Li F, Liu S, Wang H, Mahavadi S, Murthy KS, et al. MEKK1-MKK4-JNK-AP1 pathway negatively regulates Rgs4 expression in colonic smooth muscle cells. PLoS One. 2012;7(4):e35646 10.1371/journal.pone.0035646 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50. Lin CC, Lee IT, Hsu CH, Hsu CK, Chi PL, Hsiao LD, et al. Sphingosine-1-phosphate mediates ICAM-1-dependent monocyte adhesion through p38 MAPK and p42/p44 MAPK-dependent Akt activation. PLoS One. 2015;10(3):e0118473 10.1371/journal.pone.0118473 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51. You H, Lei P, Andreadis ST. JNK is a novel regulator of intercellular adhesion. Tissue Barriers. 2013. December 1;1(5):e26845 10.4161/tisb.26845 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52. Mascarenhas JO, Cross NC, Mesa RA. The future of JAK inhibition in myelofibrosis and beyond. Blood Rev. 2014. September;28(5):189–96. 10.1016/j.blre.2014.06.002 [DOI] [PubMed] [Google Scholar]
- 53. Pandey R, Kapur R. Targeting phosphatidylinositol-3-kinase pathway for the treatment of Philadelphia-negative myeloproliferative neoplasms. Mol Cancer. 2015;14:118 10.1186/s12943-015-0388-z [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54. Silva A, Yunes JA, Cardoso BA, Martins LR, Jotta PY, Abecasis M, et al. PTEN posttranslational inactivation and hyperactivation of the PI3K/Akt pathway sustain primary T cell leukemia viability. J Clin Invest. 2008. November;118(11):3762–74. 10.1172/JCI34616 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55. Park S, Chapuis N, Tamburini J, Bardet V, Cornillet-Lefebvre P, Willems L, et al. Role of the PI3K/AKT and mTOR signaling pathways in acute myeloid leukemia. Haematologica. 2010. May;95(5):819–28. 10.3324/haematol.2009.013797 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56. Miller AL, Garza AS, Johnson BH, Thompson EB. Pathway interactions between MAPKs, mTOR, PKA, and the glucocorticoid receptor in lymphoid cells. Cancer Cell Int. 2007;7:3 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57. Chen P, Huang H, Wu J, Lu R, Wu Y, Jiang X, et al. Bone marrow stromal cells protect acute myeloid leukemia cells from anti-CD44 therapy partly through regulating PI3K/Akt-p27 axis. Mol Carcinog. 2014. November 18. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
All relevant data are within the paper and its Supporting Information files.