Abstract
Acute myeloid leukemia (AML) is a bone marrow malignancy, and various bone marrow stromal cells seem to support leukemogenesis, including osteoblasts and endothelial cells. We have investigated how normal bone marrow mesenchymal stem cells (MSCs) support the in vitro proliferation of primary human AML cells. Both MSCs and primary AML cells show constitutive release of several soluble mediators, and the mediator repertoires of the two cell types are partly overlapping. The two cell populations were cocultured on transwell plates, and MSC effects on AML cells mediated through the local cytokine/soluble mediator network could thus be evaluated. The presence of normal MSCs had an antiapoptotic and growth-enhancing effect on primary human AML cells when investigating a group of 51 unselected AML patients; this was associated with increased phosphorylation of mTOR and its downstream targets, and the effect was independent of cytogenetic or molecular-genetic abnormalities. The MSCs also supported the long-term proliferation of the AML cells. A subset of the patients also showed an altered cytokine network with supra-additive levels for several cytokines. The presence of cytokine-neutralizing antibodies or receptor inhibitors demonstrated that AML cells derived from different patients were heterogeneous with regard to effects of various cytokines on AML cell proliferation or regulation of apoptosis. We conclude that even though the effects of single cytokines derived from bone marrow MSCs on human AML cells differ among patients, the final cytokine-mediated effects of the MSCs during coculture is growth enhancement and inhibition of apoptosis.
Keywords: acute myeloid leukemia, mesenchymal stem cells, proliferation, apoptosis, cytokines, chemokines
Introduction
Acute myeloid leukemia (AML) is an aggressive malignancy that mainly affects the elderly; the disease is characterized by bone marrow infiltration of immature leukemic blasts (1), and it is highly heterogeneous with respect to leukemia cell biology as well as response to therapy (2). Approximately 50–60% of AML patients carry clonal chromosomal abnormalities that reflect the chemosensitivity of the disease (3). The disease is also associated with specific gene mutations exhibiting prognostic impact, where FMS-related tyrosine kinase 3 internal tandem repeats (Flt3-ITD; adverse prognosis) and mutations in nucleophosmin (NPM1; favorable prognosis) are the most prominent (4).
Mesenchymal stem or stromal cells (MSCs) are capable of self-renewal and differentiation into osteoblasts, chondrocytes, or adipocytes (5), the most immature MSCs can also trans-differentiate into other embryonic lineages (6, 7). The cells can be isolated from almost any kind of connective tissue (8, 9), and bone marrow MSCs provide a microenvironment for growth, differentiation, and survival of both normal (10) and leukemic (11) hematopoietic cells. The bone marrow MSC population seems to be important in leukemogenesis (12) and also to contribute to chemoresistance through its release of specific soluble mediators (13, 14).
In this study, we have therefore characterized the cytokine-mediated crosstalk between AML cells and normal bone marrow MSCs. Due to the heterogeneity of the disease, we have investigated a large group of unselected patients. Our studies suggest that MSC-derived cytokines have antiapoptotic effects and support AML cell proliferation for most patients, but the molecular mechanisms causing these effects differ among patients.
Materials and Methods
AML Patient Population and Leukemic Cell Preparation
The study was approved by the local ethics committee (Regional Ethics Committee III, University of Bergen) and samples collected after written informed consent. AML blasts from peripheral blood were derived from 51 consecutive/unselected patients admitted to our department for AML therapy (22 females, 29 males; median age 67 years; range 19–87 years). A majority of 36 patients had de novo AML (Table 1), 4 patients had relapsed disease, and 11 patients had secondary AML.
Table 1.
Patient characteristics | Cell morphology | Cell genetics | |||
---|---|---|---|---|---|
Age | FAB classificationa | Cytogeneticsb | |||
Median (years) | 67 | M0 | 3 | Favorable | 9 |
Range (years) | 19–87 | M1 | 15 | Intermediate | 6 |
M2 | 7 | Normal | 23 | ||
Gender | M3 | 3 | Adverse | 10 | |
Females | 22 | M4 | 8 | n.d. | 3 |
Males | 29 | M5 | 10 | ||
n.d. | 5 | Flt3 mutations | |||
Secondary AML | ITD | 15 | |||
MDS | 6 | CD34 receptor | Wild type | 26 | |
CMML | 4 | Negative (≤20%) | 14 | n.d. | 10 |
Chemotherapy | 1 | Positive (>20%) | 32 | ||
n.d. | 5 | NPM1 mutations | |||
AML relapse | 4 | Insertion | 16 | ||
Wild type | 26 | ||||
n.d. | 9 |
aNo patient was diagnosed with FAB M6 or M7.
bPatients with favorable karyotype had inv(16); t(15;17); and t(8;21). Patients with adverse karyotype had −5; −7; +8 and complex karyotype with at least three abnormalities.
n.d., not determined.
Acute myeloid leukemia cells were isolated from peripheral blood of patients with levels of circulating blasts by density gradient separation (Lymphoprep; Axis-Shield, Oslo, Norway; specific density 1.077 g/mL). The cells were stored in liquid nitrogen until use (15).
Reagents
The following neutralizing antibodies and receptor antagonists (all from R&D Systems, Abingdon, UK) were used at the following concentrations: (i) 100 ng/mL of affinity purified polyclonal antibodies (goat IgG) against the vascular endothelial growth factor (VEGF), hepatocyte growth factor (HGF), basic fibroblastic growth factor (bFGF), and IL-6. At this concentration, the antibodies will block ≥50% of receptor binding to VEGF (80 ng/mL), HGF (8 ng/mL), bFGF (0.1 ng/mL), and IL-6 (5 ng/mL), thus concentrations higher than the levels in our MSC cultures (16); (ii) 3 µM of the CCR1 antagonists BX471 (17) and BX513 (18); (iii) 1.5 µM of the combined CCR1 and CCR3 antagonist UCB35625 and its stereoisomer J113863 (19, 20); and (iv) 300 µM of the CXCR4 antagonist AMD3100 (13). Normal goat IgG was used in the antibody control cultures. Cytarabine (Sigma-Aldrich, St. Louis, MO, USA) was tested in dose-response experiments using concentrations between 12.5 nM and 2 µM (21).
In Vitro Expansion of MSCs
Human MSCs from three healthy donors (MSC24429, MSC24539, and MSC25200) were purchased from Lonza (Cambrex BioScience, Walkersville, MD, USA). According to the distributor’s information, the cells were obtained in passage two and showed the ability to differentiate into the mesenchymal lineages. All cells tested negative for mycoplasma, bacteria, and fungi. The MSCs were expanded in complete mesenchymal stem cell growth medium (MSCGM™; Lonza), which contains 10% fetal bovine serum (FBS) and 4 mM l-glutamine; cells were trypsinized and used for the experiments in passages three or four. Our previous studies of global gene expression profiles of in vitro expanded MSCs showed no evidence for differentiation of such expanded MSCs (16).
Analysis of AML Cell Proliferation and Viability in Transwell Cocultures with MSCs
Preparation of MSC-AML Cell Cocultures
Cultures were prepared in transwell plates (Costar 3401 plates; Costar, Cambridge, MA, USA). The MSCs (2 × 104 cells/well) were seeded in the lower chamber in complete MSCGM™ medium (1 mL/well). After 3 days of culture (37°C, humidified atmosphere, 5% CO2) the medium was exchanged and subsequently 1 × 106 AML cells were added in 0.5 mL medium to the upper chamber separated from the MSCs by a semipermeable membrane (0.4 µm pore size). The cells were cultured for 3 days, in which the MSCs did not reach confluence.
Analysis of Cell Proliferation by 3H-Thymidine Incorporation
After 2 days of coculture, 275 kBq of 3H-thymidine (PerkinElmer, Waltham, MA, USA) was added to the upper wells and the cells were incubated for another day. The nuclear 3H-thymidine incorporation was then measured by liquid scintillation counting as described in detail previously (16). All cultures were prepared in triplicates and the median counts per minute (cpm) were used for all calculations. A 3H-thymidine incorporation corresponding to an activity of at least 1,000 cpm was defined as detectable proliferation (22).
Analysis of AML Cell Viability
Acute myeloid leukemia cells and MSCs were cocultured in transwell plates for 3 days before the percentage of viable leukemic cells was determined by flow cytometry after staining with propidium iodide (PI) and fluorescein isothiocyanate-conjugated Annexin V antibodies (Tau Technologies BV, Kattendijke, the Netherlands) as described in detail previously (23). Briefly, after staining with PI/anti-Annexin V, the flow cytometric analysis could identify the viable Annexin−PI−, early apoptotic Annexin V+PI−, and late apoptotic/necrotic Annexin V+ PI+ AML cell subsets.
We also cultured primary AML cells from 10 patients in direct contact with MSCs in 6-well tissue culture plates; 20,000 MSCs were precultured for 3 days before 1 × 106 primary AML cells were added to each well. AML cell viability was analyzed 20 h later before the MSCs reached confluence.
Analysis of the Cytokine Profile in MSC-AML Cell Transwell Cocultures
Supernatants were harvested from the lower chambers and stored at −80°C. The following cytokine levels were determined by Luminex analyses or enzyme-linked immunosorbent assay (ELISA) (R&D Systems): (i) the chemokines CCL2-5 and CXCL1/5/8/10/11, (ii) the interleukins IL-1β/1RA/6/10/33, (iii) the matrix metalloproteinases MMP-1 and -2, (iv) tumor necrosis factor-α (TNFα), and (v) granulocyte colony-stimulating factor (G-CSF), granulocyte macrophage colony-stimulating factor (GM-CSF), HGF, bFGF, VEGF, and soluble angiopoietin 1 (Ang-1) receptor Tie-2.
Long-term In Vitro AML-MSC Cocultures and Analysis of Colony-Forming Cells
Cocultures of MSCs with primary AML cells were prepared as described above. The blasts were transferred weekly to new upper chambers of transwell cocultures where fresh MSCs had been seeded in the lower chambers 3 days in advance. The medium was exchanged twice a week throughout the 3 weeks of culture period in transwell cocultures. After 3 weeks, the AML cells were harvested and subsequently seeded in the colony-formation assay to estimate the number of colony-forming units (CFU). We used two different colony-formation assays; MethoCult™ H4434 Classic and H4534 Classic without erythropoietin medium (StemCell Technologies, Vancouver, BC, Canada). The cells were seeded in duplicate in 24-well plates with 0.5 mL medium/well. Colonies containing more than 30 cells were scored using an inverted microscope after 14 days of in vitro culture.
Analysis of Intracellular Signaling and H2AX Phosphorylation
Antibodies
The following antibodies were used for analysis of protein phosphorylation: Alexa Fluor® 647 Mouse anti-PDPK1 (pS241), Alexa Fluor® 647 Mouse anti-PKCα (pT497), Alexa Fluor® 647 Mouse anti-Akt (pS473), phycoerythrin (PE) Mouse Anti-Akt (pT308), PE Mouse Anti-mTOR (pS2448), Alexa Fluor® 647 Mouse anti-4E-BP1 (pT36/pT45), Alexa Fluor® 647 Mouse anti-elF4E (pS209), Alexa Fluor® 647 Mouse anti-S6 (pS244), PE Mouse anti-S6 (pS240), V450 Mouse anti-S6 (pS235/pS236) Alexa Fluor® 647 Mouse anti-PKCα (pT497) (all from BD Biosciences, Franklin Lakes, NJ, USA), and mTOR (7C10) Rabbit mAb (Alexa Fluor® 647 Conjugate) (Cell Signaling Technology, Danvers, MA, USA).
Preparation of Conditioned Medium
MSC24539 was cultured as described above and the conditioned medium harvested before the cells reached confluence.
Analysis of Protein Phosphorylation
Thawed, cryopreserved leukemic cells were incubated for 20 min in culture medium, thereafter incubated with conditioned medium (final concentration 50%) for 30 min before being directly fixed in 1.5% paraformaldehyde and thereafter permeabilized with methanol. The cells were then rehydrated by adding 2 mL phosphate-buffered saline (PBS), gently resuspended, and then centrifuged. The cell pellet was washed twice with 2 mL PBS and resuspended in 150 µL PBS + 0.1% BSA (Sigma-Aldrich). The washed cells were blocked with immunoglobulin (Octagam; Octapharma, Jessheim, Norway) and 1% BSA, and split evenly into separate tubes (1 × 105 cells/sample) before staining. All staining panels included the same live dead discriminator FITC Mouse anti-Cleaved PARP (Asp214; BD Biosciences) and Alexa Fluor® 647 Mouse anti-Cleaved PARP (Asp 214; BD Biosciences), as well as one blank sample. Flow cytometric analysis of protein phosphorylation was performed as described in detail previously (24).
Analysis of H2AX Phosphorylation
The percentage of phosphorylated compared to total H2AX was detected using a cell-based ELISA kit [Phospho-Histone H2AX (S139) Immunoassay; R&D Systems]. The assay was performed according to the manufacturer’s instruction for suspension cells; 5 × 104 AML cells were incubated for 16 h in both MSC medium and MSC-conditioned medium (final concentration of 50%).
Statistical and Bioinformatical Analyses
The statistical analyses were performed with the IBM Statistical Package for the Social Sciences (SPSS) version 23 (Chicago, IL, USA). The Wilcoxon signed-rank test was used to compare paired samples, whereas Kruskal–Wallis and Mann–Whitney U-tests were used to compare different groups. The χ2 test was used to analyze categorized data and the Kendall’s tau-b test for correlation analyses. P-values <0.05 were regarded as statistically significant. Supervised hierarchical clustering was performed using the J-Express 2012 software (MolMine AS, Bergen, Norway). The data were log(10) transformed prior to clustering.
Results
Human MSCs Increase the Proliferation of Primary Human AML Cells during In Vitro Coculture
Primary AML cells from 18 consecutive patients were cocultured with normal MSCs from the three different donors (MSC24429, MSC24539, and MSC25200) in transwell plates. AML cell proliferation was determined after 3 days of culture. AML cell proliferation was significantly increased by coculture with MSCs compared with the corresponding control cultures with AML cells alone (Figure 1A); this increase reached statistical significance for all three MSC donors (p ≤ 0.001, Wilcoxon’s signed-rank test), even though the AML cells showed undetectable proliferation for two patients, both when cultured in medium alone and in the presence of all three MSC donor cells. The other 16 patients showed increased proliferation for at least one of the three MSCs. The median increase in 3H-thymidine incorporation corresponded to approximately fivefold increase for each of the three donors.
Human MSCs Have Antiapoptotic Effect on In Vitro Cultured Primary AML Cells
Primary AML cells show spontaneous or stress-induced apoptosis during in vitro culture (25). We prepared in vitro transwell cocultures for MSCs and AML cells derived from the same 18 patients as tested in the proliferation assay (see above). MSCs were pre-cultured for 3 days before AML cells were added and leukemic cell viability assayed after 3 days of coculture by flow cytometric analysis. The effect of all three human bone marrow MSCs was investigated (MSC24429, MSC24539, and MSC25200). The results are summarized in Table S1 in Supplementary Material and presented in detail in Figure 1B. AML cell viability showed a wide variation after three days of in vitro coculture (variation range 0.4–84.7% viability). When comparing the overall results, the fraction of viable cells was significantly increased (p < 0.001, Wilcoxon’s signed-rank test) after coculture in the presence of all three MSCs compared with the corresponding MSC-free controls, and the median fraction of viable cells was approximately doubled for each of the three MSC donors.
The Growth-Enhancing and Antiapoptotic Effects of Human MSCs on Primary Human AML Cells—A Study of Patient Heterogeneity for a Group of 51 Consecutive/Unselected Patients
Because the proliferation and viability results were consistent among MSC donors, the comparison of MSC effects for a larger group of 51 consecutive patients was performed only for MSC24539. MSC-induced enhancement of AML cell proliferation in transwell cocultures was highly significant also when analyzing the overall results for this larger group of patients (Figure 2A; p < 0.00001, Wilcoxon’s signed-rank test). The growth enhancement showed no significant association with AML cell differentiation (morphology according to FAB classification, CD34 expression), karyotype (favorable/intermediate/adverse/normal), or Flt3/NPM1 mutations (data not shown). Finally, cells from 11 patients showed detectable proliferation neither in medium alone nor in cocultures with MSC24539. For five additional patients, the presence of MSCs showed no or minimal growth enhancement, corresponding to less than 20% alteration and an absolute change of less than 2,000 cpm in the presence of MSCs. These 16 patients differed significantly from the other 35 patients with regard to cell differentiation as CD34− cells showed weaker proliferation in the presence of MSCs than CD34+ cells (8/14 CD34− patients with non-proliferating cells in contrast to only 6/32 CD34− patients with proliferating cells; p = 0.011, χ2 likelihood ratio) (data not shown).
The same 51 patients were also tested in transwell cocultures with regard to a MSC-associated antiapoptotic effect; viability analyzed by the Annexin V-PI assay was then compared for AML cells cultured in medium alone or cocultured with MSC24539 for 3 days. The presence of MSCs increased AML cell viability significantly also when testing this extended patient group (Figure 2B; p < 0.00001, Wilcoxon’s signed-rank tests). This antiapoptotic effect showed no significant association with AML cell differentiation, karyotype, or Flt3/NPM1 mutations (data not shown). However, proliferation <1,000 cpm in the presence of MSCs seemed to be associated with weaker antiapoptotic effects of MSCs; i.e., 8/21 patients with viability increase <10% points and 0/20 patients with an increase >20% points showed undetectable proliferation in cocultures (p = 0.001, χ2 likelihood ratio).
Because primary AML cells derived from 16 patients showed undetectable proliferation during coculture with MSCs, we also analyzed separately the effect of MSCs on AML cell viability for these patients. However, when analyzing the overall results, a highly significant increase in AML cells viability (p < 0.001) after MSC coculture was seen also for these 16 patients with non-proliferating AML cells, and a >10% point increase was seen for eight of these patients (see above). Thus, the MSC effect on AML cell viability is not only caused by the increased proliferation but also by additional effects possibly affecting the balance between pro- and antiapoptotic signaling.
Normal Human MSCs Support the Long-term Proliferation of Primary Human AML Cells
To further investigate the MSC effects on AML cell proliferation, we used an in vitro model based on 21 days of coculture; this is the same culture period as used previously by Griessinger et al. (26) in their studies of leukemia-initiating AML cells. After this period of transwell cocultures, the number of colony-forming cells was compared for leukemia cells cultured alone and cells cocultured with normal MSCs. We investigated AML cells from eight patients showing both enhanced proliferation and viability in the short-term assays described above. All except one patient showed an increased number of viable cells after 21 days of coculture with the normal MSC24539 cells (data not shown). After the initial 21 days culture period, the cells were seeded in the CFU assays. Even though the culture medium was different in the CFU assays compared with the transwell cocultures containing MSC medium, colony formation could be detected for seven of the eight patients. For all these seven patients, we observed an increased number of CFUs in the AML cell populations previously cocultured with MSCs compared with the corresponding control cultures where AML cells were cultured alone without MSCs in the lower transwell chamber (Figure 2C). Thus, the MSC-associated growth enhancement also includes long-term proliferating AML cells.
Normal Human MSCs Have Antipoptotic Effects on Primary Human AML Cells Also in the Presence of Cytarabine
We investigated the effect of 50 nM cytarabine on primary human AML cells derived from 10 patients. All patients showed an increase in leukemia cell viability corresponding to >20% in presence of MSC24539. The cytarabine concentration was chosen based on dose-response (2 µM, 0.5 µM, 125 nM, 50 nM, and 12.5 nM) pilot experiments, which showed that cytarabine at 50 nM decreased AML cell viability for a marked subset of patients when using our in vitro models (Figure S1 in Supplementary Material). These results show that there is heterogeneity among patients with regard to the proapoptotic effect of cytarabine, and decreased AML cell viability was seen only for a subset of patients when testing cytarabine at concentrations 12.5–500 nM and with a large overlap between the effects of 50 and 500 nM. At the same time, the drug had a clear antiproliferative effect even at 50 nM and at higher concentrations no detectable cytokine-dependent proliferation could be detected (data not shown). Finally, the concentrations 50–500 nM correspond to levels reached in vivo and 50 nM is close to the steady-state concentrations seen during conventional AML induction treatment and higher than the levels reached during low-dose subcutaneous cytarabine treatment (27); both these therapeutic strategies for cytarabine treatment can induce complete remissions (27, 28).
Primary AML cells were cultured in transwell cultures for 20 h either alone or in coculture with MSC24539, and cultures with/without MSCs were prepared with and without 50 nM cytarabine (Figure 3A). The present independent experiments confirmed that patients are heterogeneous with regard to susceptibility to cytarabine; a reduction in the number of viable cells exceeding 5% was seen for 5 out of 10 patients in the present experiments and for 16 out of 32 patients in the previous dose-response studies. Furthermore, the percent cytarabine-induced decrease of AML cell viability for the five patients in the present study was significantly higher for cells cultured in medium alone (median decrease 9%, range 6–23%) compared with cells in coculture with MSC24539 (median decrease 4%, range 12–20%; p = 0.045). Finally, increased AML cell viability was seen for all 10 patients in MSC cocultures, both in presence and absence of 50 nM cytarabine.
We then compared the overall effects of MSCs on AML cell viability, i.e., leukemic cells cultured in direct contact with MSCs, on the viability of primary human AML cells derived from the same 10 patients as used above. Cytarabine was tested at 50 and 500 nM, the last concentration corresponding to the highest steady-state levels seen during conventional doses of 100–200 mg/m2 as daily continuous intravenous infusions (27). The presence of MSCs caused a comparable increase in AML cell viability in these direct-contact experiments as described above for the transwell cocultures and similar to the transwell cocultures 50 nM cytarabine induced reduction of cell viability for five patients also in these direct-contact experiments (data not shown). In contrast, 500 nM cytarabine caused a significant reduction in AML cell viability for all patients, and this reduction was partly counteracted by the presence of MSCs as the AML cell viability was significantly increased for cytarabine-containing cultures with MSCs compared with corresponding cultures without MSCs. But the viability was still significantly lower than for drug-free direct cocultures (Figure 3B). Thus, the proapoptotic effect of cytarabine can be detected also in our in vitro model; this cytarabine effect can be partly counteracted by MSCs and taken together our overall results suggest that cytokine-mediated crosstalk between MSCs and AML cells can contribute to this effect.
Effects of MSCs on H2AX Phosphorylation and mTOR Activation in Primary Human AML Cells
Phosphorylation of Histone H2AX can be seen as part of the DNA damage response and ATM activation; the phosphorylation can then be an early apoptotic event and has been used as an early marker of apoptosis induction (29). We performed cell-based ELISA prepared from cells cultured in MSC medium and in MSC24539-conditioned medium (50% final concentration; for the cytokine profile of this conditioned medium see Table 2). The percentage of phosphorylated H2AX showed a strong inverse correlation with AML cell viability for AML cells cultured in medium alone (Kendall’s tau; p < 0.0002), i.e., H2AX phosphorylation seems to be a marker of spontaneous in vitro apoptosis during culture of AML cells alone. However, significantly increased H2AX phosphorylation was observed after coculture with MSC-conditioned medium compared with leukemic cells cultured in medium alone (Figure 4A), and for these cultures, no significant association between viability and H2AX phosphorylation could be detected. This effect was also independent of AML cell proliferation and could be seen both for patients with increased proliferation in the presence of MSC-conditioned medium and patients with undetectable proliferation both with and without conditioned medium (data not shown). Thus, as will be discussed later, the increased H2AX phosphorylation in the presence of MSC-derived medium does not reflect increased apoptotic activity but rather a restoration of the decreased DNA damage response known to be present in primary human AML cells (30).
Table 2.
AML cells alone |
Cocultures of AML cells and MSC24539 |
MSC24539 alone |
p-Value (supra-additive) | |||||
---|---|---|---|---|---|---|---|---|
Mediator | # Patients | Median conc. (pg/mL) | Range (pg/mL) | # Patients | Median conc. (pg/mL) | Range (pg/mL) | Mean conc. (pg/mL) | |
CXCL5 | 51 | 368 | 9.0–155,581 | 51 | 3,771 | 17–>213,550 | 25 | <0.001 |
CXCL8 | 51 | 4,872 | 257–210,154 | 51 | 5,834 | 457–379,791 | 204 | 0.005 |
GM-CSF | 50 | 3.5 | n.d.–834 | 51 | 10 | 0.1–2,673 | 1.2 | <0.001 |
IL-1RA | 50 | 1,917 | 5.6–>25,500 | 50 | 1,562 | 5.6–>25,500 | n.d. | n.s. |
CCL5 | 50 | 56 | n.d.–728 | 50 | 68 | n.d.–17,161 | 2.9 | n.s. |
CXCL1 | 49 | 330 | n.d.–35,641 | 51 | 11,316 | 24–42,042 | 32 | <0.001 |
MMP-1 | 49 | 71 | n.d.–14,263 | 51 | 18,223 | 157–>37,500 | 221 | <0.001 |
CCL3 | 49 | 209 | n.d.–41,519 | 51 | 234 | 8.0–42,167 | 12 | <0.001 |
CCL4 | 48 | 235 | n.d.–11,634 | 51 | 223 | 36–62,098 | 120 | 0.043 |
TNFα | 45 | 6.0 | n.d.–1,487 | 46 | 7.1 | n.d.–10,676 | 0.8 | 0.037 |
bFGF | 43 | 8.5 | n.d.–57 | 50 | 19 | n.d.–368 | n.d. | <0.001 |
CCL2 | 51 | 992 | 9.2–22,859 | 51 | 3,888 | 613–20,621 | 2,643 | n.s. |
MMP-2 | 51 | 3,993 | 837–18,565 | 51 | 23,957 | 18,594–55,147 | 17,428 | <0.001 |
CXCL10 | 39 | 7.1 | n.d.–2,858 | 43 | 26 | n.d.–2,882 | n.d. | 0.003 |
IL-6 | 39 | 14 | n.d.–3,397 | 51 | 2,775 | 706–10,632 | 1,895 | <0.001 |
CXCL11 | 37 | 4.1 | n.d.–486 | 40 | 5.1 | n.d.–377 | 1.9 | 0.014 |
IL-1β | 29 | 3.5 | n.d.–970 | 35 | 14 | n.d.–21,593 | n.d. | <0.001 |
IL-10 | 24 | n.d. | n.d.–60 | 30 | n.d. | 0.8–601 | n.d. | <0.001 |
IL-33 | 15 | n.d. | n.d.–2.9 | 15 | n.d. | n.d.–14 | n.d. | n.s. |
G-CSF | 14 | n.d. | n.d.–559 | 31 | 8.2 | n.d.–>10,500 | n.d. | <0.001 |
HGF | 51 | 51 | 1.4–2,133 | 51 | 100 | 28–2,277 | 183 | (0.001) |
VEGF | 50 | 17 | n.d.–290 | 51 | 967 | 483–3,107 | 1,344 | n.s. |
Tie-2 | 45 | 50 | n.d.–145 | 46 | 42 | n.d.–298 | 14 | (0.004) |
n.d., below detection limit; n.s., not significant; GM-CSF, granulocyte macrophage colony-stimulating factor; bFGF, basic fibroblastic growth factor; G-CSF, granulocyte colony-stimulating factor; HGF, hepatocyte growth factor; VEGF, vascular endothelial growth factor.
The soluble mediators are divided into three subgroups: cytokines that are released for a large majority of patients in both medium and coculture (above); mediators that are excreted for a subset of patients when leukemic cells were cultured in medium alone (middle); cytokines that are released to a significantly higher degree in MSCs than in AML cells alone or in coculture with MSCs, or with higher values in AML cells alone compared to cocultures. The background from the growth medium was subtracted from all values. p-Values (Wilcoxon test) for coculture values compared to additive levels of AML cells and MSCs are included on the right; significant p-values thus indicating a supra-additive effect. Values in brackets (HGF and Tie-2) indicate that coculture levels are significantly lower than the expected levels from secretion of AML cells and MSCs alone.
We also investigated the effect of MSC-conditioned medium on Akt-mTOR signaling in primary human AML cells. An increased MSC-associated phosphorylation/activation of mTOR and its downstream targets, S6K1 and 4E-BP1, was then observed (Wilcoxon’s signed-rank test; p = 0.005; Figure 4B). The other upstream mediators did not differ significantly. Thus, MSCs alter H2AX phosphorylation as well as mTOR signaling in primary human AML cells, and as will be discussed later these effects may be important both for the MSC-associated growth enhancement and antiapoptotic effect of primary human AML cells.
The Local Cytokine Network Is Altered during Coculture of Normal MSCs and Primary AML Cells
We determined the supernatant levels for 23 soluble mediators in transwell cocultures of MSC24539 and AML cells derived from all 51 patients (Table 2; Tables S2 and S3 in Supplementary Material). Our present study of this larger group confirmed the previous observations from a small group of 18 patients (16). First, the constitutive mediator release by primary AML cells shows a wide variation for each individual mediator, and this patient heterogeneity was maintained in cocultures as we observed significant correlations between the levels for AML cells cultured alone and the corresponding coculture for 22 of the 23 cytokines (Kendall’s tau correlation analysis), VEGF being the only exception. Second, relatively high levels were detected for most mediators in transwell cocultures both when compared with AML cells and MSC24539 cells cultured alone. Only two exceptional cytokines (HGF and VEGF, see Table 2) showed lower levels in the cocultures than in cultures of MSC24539 alone, and Tie-2 additionally showed higher levels in AML cell cultures than in cocultures. Third, supra-additive levels (i.e., cytokine levels in coculture supernatants exceeding the summarized levels for MSCs and AML cells cultured alone) were seen for several cytokines and reached statistical significance (Wilcoxon’s signed-rank tests, p ≤ 0.005 if not stated otherwise) when comparing the overall results for CCL3, CCL4 (p = 0.043), CXCL1, CXCL5, CXCL8, CXCL10, CXCL11 (p = 0.014), IL-1β, IL-6, IL-10, TNFα (p = 0.037), bFGF, G-CSF, GM-CSF, MMP-1, and MMP-2. Thus, even though individual differences among patients are maintained during coculture, several mediators show increased levels in cocultures and supra-additive levels are common.
To further investigate the patient heterogeneity, we performed a cluster analysis (Figure 5). For each mediator and patient, we determined the ratio between the mediator level in coculture relative to the sum of the levels for MSC24539 and AML cells cultured alone. These ratios were log(10) transformed before the clustering; hence a value >0 indicates a supra-additive effect. The patients then separated into two main clusters: (i) one subgroup of 22 patients characterized by strong supra-additive effects for several cytokines, especially, CXCL1/5, IL-1β/10, TNFα, MMP-1, G-CSF, and GM-CSF and (ii) another patient subset with generally weaker effects. The patient subgroup with strong supra-additive effects was also (according to χ2 likelihood analyses) characterized by a significantly higher number of patients (17/22 versus 12/29, p = 0.009) showing detectable proliferation when cultured in the FBS-containing MSC medium alone without MSCs and also a higher number of patients (10/22 versus 0/29, p < 0.0001) with high AML cell proliferation exceeding >20,000 cpm in the cocultures. The supra-additive subset also showed a higher fraction of patients with cell viability >50% after coculture with MSCs (16/22 versus 11/29, p = 0.012). Finally, monocytic differentiation (FAB-M4/M5) was also more common among these patients (10/22 versus 5/29, p = 0.019). However, even though there was an association between supra-additive cytokine levels and high AML cell viability/proliferation in the cocultures, these supra-additive levels do not simply reflect increased proliferation/viability because supra-additive levels would then be expected for all the mediators and not only for a subset as we observed.
The Cytokines Important for MSC-Mediated Growth Enhancement of AML Cells Differ among Patients
To further study the cytokine-mediated crosstalk between MSCs and AML cells, we investigated the effects of cytokine-neutralizing antibodies and receptor antagonists on AML cell proliferation and viability in transwell cocultures with MSC24539. We then tested inhibitors of cytokines released by MSCs and being able to modulate AML cell proliferation (31–35), including (i) antibodies against VEGF, HGF, bFGF, and IL-6; (ii) the CCR1 antagonists BX471 (17) and BX513 (18); (iii) the combined CCR1 and CCR3 antagonist UCB35625 and its stereoisomer J113863 (19, 20); and (iv) the CXCR4 antagonist AMD3100 (13). The initial experiments included AML cells from eight patients that showed increased proliferation in cocultures corresponding to at least 3,000 cpm; this selection was made to be able to detect an inhibitory effect. Inhibition of AML cell proliferation for at least four patients was seen for anti-bFGF, anti-IL-6, the CCR1/CCR3 inhibitor J113863, and the CCR1 antagonists BX471 and BX513, whereas the CXCR4 inhibitor AMD3100 inhibited MSC24539 proliferation for four patients. These agents were further tested for 24 additional patients with an AML cell proliferation of at least 2,000 cpm in coculture. All but two of these patients then showed MSC-induced growth enhancement. When analyzing the overall results, none of the antibodies/inhibitors had any statistically significant effect, but the following observations were made for single mediators:
Normal karyotype. The patients were heterogeneous with regard to karyotype. The only subset being large enough for statistical analysis was the 15 patients with normal karyotype, and for this subset, anti-IL-6 had a significant antiproliferative effect (Figure 6A, Wilcoxon’s test, p = 0.027) of borderline significance.
Patients with and without NPM1 mutations. NPM1 insertions were detected for 13 of the 32 patients, and all of them had normal karyotype. As would then be expected, anti-IL-6 had an antiproliferative effect for NPM1-mutated patients, but the statistical comparison reached only borderline significance (Wilcoxon’s test, p = 0.033). The same was true for anti-bFGF, which had an antiproliferative effect for patients with NPM1-wt (Figure 6B, Wilcoxon’s test, p = 0.036). Because several patients showed a relatively strong effect of chemokine-targeting pharmacological intervention we used statistical analysis based on categorized data when comparing NPM1-mutated and NPM1-wt patients. A significant alteration of AML cell proliferation was then defined as a difference having an absolute value of >2,000 cpm and in addition being >20% of the corresponding control. NPM1-wt was then associated with increased and NPM1 mutation with decreased proliferation for all four chemokine receptor antagonists: AMD3100 (CXCR4 antagonist; χ2 likelihood analyses, p = 0.003), J113863 (CCR1/CCR3 antagonist, p = 0.011), BX513 (CCR1 antagonist, p = 0.012), and BX471 (CCR1 antagonist, p = 0.004). Thus, growth-modulating effects of several chemokines differed between NPM1-wt and NPM1-mutated patients.
FAB classification, CD34 expression, Flt3 mutations. The effects of cytokine targeting showed significant associations neither with differentiation nor with Flt3 mutations (data not shown).
We also did a clustering analysis of the overall results (Figure 7) showing that especially the effect of chemokine inhibition differed among patients; growth reduction by CCR1/CXCR4 inhibition was seen especially for a subset of patients with normal cytogenetics and NPM1 mutations. Based on this analysis, our patients could be classified into three different groups (no or minor effect, decreased proliferation, increased proliferation); these three groups did not significantly differ with regard to constitutive release of supra-additive coculture levels for IL-6, bFGF, or chemokines. Thus, these differences among patients are not caused by differences in cytokine release during coculture. Based on our overall results, we conclude that AML patients are heterogeneous also with regard to the effect (i.e., responsiveness) of single cytokines on AML cell proliferation in the presence of normal bone marrow MSCs, but despite this heterogeneity the final/overall cytokine-mediated MSC effect is increased AML cell proliferation for the majority of patients.
Chemokine-Mediated Signaling Increases MSC Proliferation in the Presence of AML Cells
We further investigated the effects on MSC24539 proliferation of the same antibodies and antagonists as described above during coculture with AML cells from the same 32 patients. Anti-bFGF, anti-IL-6, and the CCR1 antagonist BX513 had only minimal effects (data not shown). In contrast, a significant antiproliferative effect was seen for the CXCR4 inhibitor AMD3100 (p < 0.0001), the CCR1/CCR3 inhibitor J113863 (p = 0.009), and the CCR1 antagonist BX417 (p = 0.015). Statistical analyses based on categorized data (i.e., increased, unaltered, decreased proliferation) showed associations between the CXCR4 mediated antiproliferative effect and monocytic AML cell differentiation (p = 0.009) and favorable karyotype (p = 0.025). These observations suggest that CCR1-, CXCR4-, and possibly CCR3-mediated signaling is important for the regulation of MSC proliferation in cocultures, and these results further illustrate that this bidirectional cytokine-mediated crosstalk between MSCs and AML cells affect not only the AML cells but also the MSCs.
Discussion
Acute myeloid leukemia is a heterogeneous and aggressive malignancy; the long-term AML-free survival is only 50% even for younger patients who receive intensive chemotherapy and the majority of elderly patients who only receive leukemia-stabilizing treatment have a median survival of less than 1 year (36). Recent experimental studies suggest that both adhesion of AML cells to osteoblasts and MSCs (31, 37) and the release of soluble factors from the latter (38) are important for chemoresistance and thereby the risk of leukemia relapse from residual disease (35, 37). Malignant myeloid cells can also alter the functional characteristics of MSCs and thereby create a microenvironment that favors leukemic hematopoiesis (31, 39). Hence, therapeutic targeting of AML-supporting stromal cells may become a possible strategy to indirectly target the leukemia cells. In the present study, we therefore investigated the AML-supporting effects of bone marrow MSCs mediated through the local cytokine network for a large group of unselected leukemia patients.
Effects of stromal cells on primary human AML cells have also been investigated in previous studies (40–43), but none of these studies focused on the cytokine-mediated crosstalk between AML cells and MSCs. There were also several other differences: (i) only a low number of patients (41) or a low number of highly selected patients (42, 43) were examined; it is thereby difficult to address the question of patient heterogeneity; (ii) some of the studies used AML cell lines and not primary leukemic cells in parts of their experiments (42, 43); (iii) the previous studies used a stromal cell line (42, 43) or a single MSC donor (43). Thus, our present study extend the knowledge through its broader focus on the cytokine network and identification of mediators responsible for the leukemia-supporting effect of MSCs, studies of a large and unselected patient population, thereby addressing the question of patient heterogeneity, and the use of bone marrow MSCs derived from several donors.
Our viability assay has been described in detail in a previous publication (25). The AML cell population shows a hierarchical organization with a small number of leukemic stem cells, a minority of colony-forming proliferating cells and a majority of cells that shows spontaneous apoptosis during the first days of in vitro culture (25, 44). The number of viable cells will thereby decrease during culture and after four days of culture the viability will often be as low as 10–20% even for patients who show strong proliferative responses. This decreased viability during culture despite detectable proliferation shows that the viability of the total leukemic cell population mainly reflects the characteristics of the non-proliferating majority of AML cells and not the proliferation of a minor subset, i.e., survival and proliferation should be regarded as only partially overlapping characteristics. This is also supported by our recent results where a relatively small increase in AML cell viability during coculture was not exclusively seen for patients with undetectable proliferation but also for several other patients, and even patients with undetectable proliferation showed significantly increased viability (and several of them showed a relatively strong increase) after coculture with MSCs.
We used an experimental model based on transwell cocultures where MSCs and AML cells were separated by a semipermeable membrane; effects mediated through the bidirectional cytokine-mediated crosstalk could thereby be studied without any influence of additional effects mediated through direct cell contact. We used a culture medium supplemented by inactivated FBS and l-glutamine that is suitable for culture of both MSCs and primary AML cells (16). The MSCs then mediated antiapoptotic effects for all but three of the 51 AML patients included in the study. Furthermore, a large majority of patients (40 out of 51) showed growth enhancement in the presence of bone marrow MSCs, and this enhancement was seen both for short- and long-term AML cell proliferation, and for three different healthy MSC donors tested in independent experiments. The last 11 patients did not show detectable AML cell proliferation either in medium alone or during coculture with MSCs.
Primary AML cells show spontaneous or stress-induced apoptosis during in vitro culture, and our results demonstrated that MSCs can reduce this apoptosis. Our present results demonstrate that this antiapoptotic effect is also seen in the presence of cytarabine, i.e., the MSCs can also rescue primary AML cells from the combined effect of spontaneous and drug-induced apoptosis. However, we tested a cytarabine concentration that corresponds to systemic (i.e., serum) cytarabine levels reached during in vivo chemotherapy (50 nM), and in addition, a concentration corresponding to the steady-state levels during conventional cytarabine treatment with 100–200 mg/m2. A reduction of cell viability corresponding to more than 5% was seen only for approximately half of the patients when testing 50 nM cytarabine in the initial dose-response experiments in transwell cocultures, and in direct-contact cocultures. Both our experiments with transwell cocultures and cytarabine but especially the direct-contact experiments with 500 nM cytarabine showed that MSCs can counteract the proapoptotic effect of cytarabine, and at least for certain patients the cytokine-mediated crosstalk contributes to this effect. However, further studies are required to characterize and explain this patient heterogeneity and to clarify whether this variation is seen also for other chemotherapeutic agents.
The local cytokine network was also altered during AML-MSC coculture; the levels of three mediators were relatively low (Tie-2, HGF, and VEGF), whereas especially CXCL1/5, IL-1β/10, TNFα, MMP-1, G-CSF, and GM-CSF showed supra-additive effects in cocultures. A strong supra-additive effect for a subset of the mediators was especially seen for a patient subset also characterized by monocytic differentiation, high cell viability in coculture, and strong AML cell proliferation both when cultured in medium alone and in the cocultures with MSCs. The constitutive mediator release by AML cells cultured alone also differed considerably among patients, and despite the supra-additive effect for several cytokines, there was still a significant correlation for all but one mediator between the levels for AML cells cultured alone and in cocultures. Thus, individual differences between patients with regard to constitutive cytokine release by the AML cells are also maintained during coculture with MSCs.
We characterized the cytokine network in MSC/AML cell transwell cocultures in a previous study that also included a characterization of the effect of the AML-MSC crosstalk on the MSCs (16). The study included a smaller number of patients, but the effects of AML cells on the MSC showed only a limited variation among patients. Both MSCs and AML cells showed to contribute to the altered cytokine network during coculture, and the relative importance of MSCs and leukemic cells differed among cytokines. First, both primary human AML cells and bone marrow MSCs showed constitutive release of several cytokines, but the leukemic cells often showed a broader constitutive release profile than the MSCs (16). Second, the constitutive release by normal MSCs shows relatively small variations among individuals (16), whereas the constitutive leukemia cell release profile differed considerably among patients (16, 45). Third, cocultured MSCs showed increased mRNA expression of several cytokines, especially CCL and CXCL chemokines, as well as increased expression of several mediators of the cytokine-inducing NFκB pathway (16); signaling through this pathway induces increased constitutive release of several cytokines (45). Finally, there is a wide variation among patients in the constitutive release of several cytokines by their AML cells, and this variation is often maintained also in the presence of MSCs. Thus, the cytokine levels in our cocultures are probably determined by an NFκB-induced increase in the constitutive release by the MSCs and by maintenance of differences among patients in the constitutive release by the AML cells.
We investigated possible molecular mechanisms behind the growth-enhancing and antiapoptotic effect of MSCs on primary human AML cells. These experiments included leukemic cells from 10 patients. The PI3K–Akt–mTOR pathway is often constitutively activated in AML cells and is important for cell survival, proliferation and metabolism (46, 47). We therefore compared the activation/phosphorylation of Akt, mTOR, and mediators downstream to mTOR (S6K1, 4E-BP1) after incubation with medium alone or 50% MSC-conditioned medium. Akt phosphorylation did not differ among patients, whereas increased phosphorylation was detected for mTOR and its downstream mediators.
We also compared the effect of MSC-conditioned medium on the phosphorylation of the H2AX histone that is phosphorylated by the ATM kinase as part of the DNA damage response. There will be a background or constitutive level of H2AX phosphorylation, and this level seems to reflect a DNA damage response initiated by endogenous formation of reactive oxidant species as a byproduct from oxidative phosphorylation (48). However, DNA damage response with increased H2AX phosphorylation can also be an early event during apoptosis (29). Primary human AML cells seem to have a suppressed DNA damage response due to increased expression of double-stranded RNA-activated protein kinase, and high expression of this kinase in the AML cells is thereby associated with an inhibited DNA damage response reflected as a low percentage of H2AX phosphorylation (49, 50). H2AX phosphorylation can also be seen without DNA damage (51). In our experiments we observed a significant increase in H2AX phosphorylation after culture with MSC-conditioned medium (Wilcoxon’s test; p = 0.005). However, this increase of H2AX phosphorylation combined with increased cell viability suggests that the increased H2AX phosphorylation is not an effect of increased apoptosis. In our opinion, the most likely explanation is a reversal of the AML-associated decrease in the DNA damage response; this may be caused by IL-6 that is present at high levels in MSC-conditioned medium (see Table 2) and which is known to strengthen the DNA damage response (30). An alternative explanation could be that increased mTOR mediated signaling causes increased oxidative phosphorylation and thereby increased constitutive (i.e., oxidative) DNA damage (52). Thus, both increased mTOR activation and increased DNA damage responsiveness can contribute to the effects of MSCs on primary human AML cells.
Finally, cytokine neutralization and receptor blocking showed that AML cells derived from different patients were heterogeneous with regard to the effects of various cytokines on AML cell viability/proliferation. One of the cytokines with differential effects was CXCL12, which is highly released by MSCs. Even though cells with Flt3-ITD have shown increased CXCR4 expression (13) and signaling through the CXCL12-CXCR4 axis, the differential effect of CXCR4 blocking showed no significant association with Flt3-ITD.
Several soluble mediators that were detected at relatively high levels in our cocultures have been linked with remodeling of the bone marrow stem cell niche into a leukemia-permissive niche: (i) angiogenic growth factors like VEGF (53, 54), bFGF, Ang-1, and its receptor Tie-2 (31); (ii) IL-6 (32), which also can upregulate VEGF levels (55); (iii) CCL3, which is thought to expand MSCs and drive them into a leukemia-supporting phenotype (39); (iv) CXCL12, which is constitutively expressed by MSCs (37), causes homing of leukemic cells to the bone marrow (56, 57) and functions as a regulator of proliferation, cell cycle progression, and survival of leukemic cells (35, 58). Our previous studies could not detect any evidence for osteoblastic or adipocytic MSC differentiation during MSC/AML cell cocultures, even though the global gene expression profile of normal MSCs was seen after coculture of MSC and AML cells in transwell cultures (16).
MSCs showed constitutive release of several mediators, and we used cytokine-neutralizing antibodies or receptor-blocking agents to identify cytokines that contributed to the antiapoptotic and growth-enhancing effect of MSCs on the AML cells. We then investigated cytokines that were released by MSCs at relatively high levels, showed high levels during coculture and are known to function as growth factors for primary human AML cells. First, antibodies against HGF and VEGF tested separately had no or only minimal effects on AML cell proliferation and were only examined in the initial experiments. Second, IL-6 neutralization inhibited AML cell proliferation for the subset of patients with normal cytogenetics, whereas reduced proliferation upon bFGF neutralization was only observed in NPM1-wt cells and this is consistent with previous observations of AML cells cultured alone (33). Third, the effects of several chemokine receptor blockers (including CXCL12/CXCR4 blocking) also differed among patients, especially when comparing patients with and without NPM1 mutations. Based on the overall results, we conclude that AML patients are heterogeneous with regard to effects of individual cytokines on AML cell viability and proliferation during MSC/AML cells coculture. However, despite this variation, the final overall cytokine-mediated effects of the MSCs are increased viability and growth enhancement probably caused by a combined effect of several cytokines, and the cytokines contributing to this effect seem to differ among patients.
In contrast to the divergent effects of cytokine neutralization/blocking on AML cells, these interventions had more uniform effects on MSC proliferation during coculture as MSC proliferation significantly decreased in response to chemokine receptor blocking (CCR1, CCR3, CXCR4) agents. Both AML cells and MSCs show constitutive release of several ligands for these receptors, suggesting that autocrine or paracrine loops involving these receptors are important for the regulation of MSC proliferation (59). This hypothesis is also supported by the observation that CCL3 expression by malignant myeloid cells is linked with higher MSC growth rates (39).
Systemic plasma levels of both IL-6, bFGF, and several chemokines have been investigated in human AML. IL-6 levels are increased in patients with untreated AML and high levels seem to be associated with decreased survival (60). In contrast, the results for plasma bFGF levels are conflicting and both normal and increased plasma levels have been described for patients with untreated AML, but none of these studies have described any prognostic impact of bFGF levels (61–63). As reviewed by Reikvam et al. (64), several studies have investigated the systemic (plasma or serum) levels of various chemokines; besides normal, both increased and decreased levels have been described for most of the investigated CCL and CXCL chemokines in patients with untreated AML. Even though only a small minority of patients (<15%) shows detectable CXCL12 release during in vitro culture and most of these patients show only low release (45), increased serum CXCL12 levels have been described in patients with untreated AML, including increased levels of the cleaved active form. These observations may suggest that constitutive AML cell release of these cytokines has clinical relevance in human AML. However, the observations should be interpreted with great care because these cytokines can be released by several normal cells and not only AML cells, some of these cytokines may be a part of the acute phase reaction, and the systemic levels reflect the binding between release and binding/degradation, Thus, altered systemic levels may not reflect AML cell release or the local levels in the bone marrow microenvironment.
Conclusion
Our present study shows that even though AML is a heterogeneous disease and the response of primary AML cells to the various MSC-derived cytokines during MSC-AML cell coculture differs among patients, the final effect of MSC-derived cytokines on primary AML cells is increased proliferation and viability. Our overall results suggest that therapeutic targeting of the cytokine-mediated AML-supporting effects probably as MSC-directed strategies which inhibit the release of several cytokines, or alternatively receptor blocking could be tried in selected patients.
Author Contributions
ØB designed the study and wrote the paper. IN performed the phosphoflow experiments and analyzed the results. AB performed the other experiments, analyzed the results, and wrote the paper.
Conflict of Interest Statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Acknowledgments
The study received financial support from the Norwegian Cancer Society, Helse-Vest, and the University of Bergen. The technical assistance of Kristin P. Rye was highly appreciated.
Funding
Helse Vest funding 912051. The Norwegian Cancer Society funding 100933.
Supplementary Material
The Supplementary Material for this article can be found online at http://journal.frontiersin.org/article/10.3389/fimmu.2017.00106/full#supplementary-material.
Abbreviations
AML, acute myeloid leukemia; Ang-1, angiopoietin 1; ATM, ataxia telangiectasia, mutated; bFGF, basic fibroblastic growth factor; CFU, colony-forming unit; cpm, counts per minute; ELISA, enzyme-linked immunosorbent assay; EPO, erythropoietin; FBS, fetal bovine serum; Flt3, FMS-related tyrosine kinase 3; G-CSF, granulocyte colony stimulating factor; GM-CSF, granulocyte macrophage colony-stimulating factor; HGF, hepatocyte growth factor; MMP, matrix metalloproteinase; MSC, mesenchymal stem cell; MSCGM, mesenchymal stem cell growth medium; NPM1, nucleophosmin; PI, propidium iodide; TNFα, tumor necrosis factor α; VEGF, vascular endothelial growth factor.
References
- 1.Estey EH. Acute myeloid leukemia: 2014 update on risk-stratification and management. Am J Hematol (2014) 89:1063–81. 10.1002/ajh.23834 [DOI] [PubMed] [Google Scholar]
- 2.Arber DA, Orazi A, Hasserjian R, Thiele J, Borowitz MJ, Le Beau MM, et al. The 2016 revision to the World Health Organization classification of myeloid neoplasms and acute leukemia. Blood (2016) 127:2391–405. 10.1182/blood-2016-03-643544 [DOI] [PubMed] [Google Scholar]
- 3.Burnett A, Wetzler M, Löwenberg B. Therapeutic advances in acute myeloid leukemia. J Clin Oncol (2011) 29:487–94. 10.1200/JCO.2010.30.1820 [DOI] [PubMed] [Google Scholar]
- 4.Falini B, Nicoletti I, Bolli N, Martelli MP, Liso A, Gorello P, et al. Translocations and mutations involving the nucleophosmin (NPM1) gene in lymphomas and leukemias. Haematologica (2007) 92:519–32. 10.3324/haematol.11007 [DOI] [PubMed] [Google Scholar]
- 5.Deans RJ, Moseley AB. Mesenchymal stem cells: biology and potential clinical uses. Exp Hematol (2000) 28:875–84. 10.1016/S0301-472X(00)00482-3 [DOI] [PubMed] [Google Scholar]
- 6.Lv FJ, Tuan RS, Cheung KM, Leung VY. The surface markers and identity of human mesenchymal stem cells. Stem Cells (2014) 32:1408–19. 10.1002/stem.1681 [DOI] [PubMed] [Google Scholar]
- 7.Jiang Y, Jahagirdar BN, Reinhardt RL, Schwartz RE, Keene CD, Ortiz-Gonzalez XR, et al. Pluripotency of mesenchymal stem cells derived from adult marrow. Nature (2002) 418:41–9. 10.1038/nature00870 [DOI] [PubMed] [Google Scholar]
- 8.Eggenhofer E, Luk F, Dahlke MH, Hoogduijn MJ. The life and fate of mesenchymal stem cells. Front Immunol (2014) 5:148. 10.3389/fimmu.2014.00148 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Uccelli A, Moretta L, Pistoia V. Mesenchymal stem cells in health and disease. Nat Rev Immunol (2008) 8:726–36. 10.1038/nri2395 [DOI] [PubMed] [Google Scholar]
- 10.Morandi F, Raffaghello L, Bianchi G, Meloni F, Salis A, Millo E, et al. Immunogenicity of human mesenchymal stem cells in HLA-class I-restricted T-cell responses against viral or tumor-associated antigens. Stem Cells (2008) 26:1275–87. 10.1634/stemcells.2007-0878 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Lane SW, Scadden DT, Gilliland DG. The leukemic stem cell niche: current concepts and therapeutic opportunities. Blood (2009) 114:1150–7. 10.1182/blood-2009-01-202606 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Blau O, Baldus CD, Hofmann WK, Thiel G, Nolte F, Burmeister T, et al. Mesenchymal stromal cells of myelodysplastic syndrome and acute myeloid leukemia patients have distinct genetic abnormalities compared with leukemic blasts. Blood (2011) 118:5583–92. 10.1182/blood-2011-03-343467 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Kojima K, McQueen T, Chen Y, Jacamo R, Konopleva M, Shinojima N, et al. p53 activation of mesenchymal stromal cells partially abrogates microenvironment-mediated resistance to FLT3 inhibition in AML through HIF-1alpha-mediated down-regulation of CXCL12. Blood (2011) 118:4431–9. 10.1182/blood-2011-02-334136 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Reikvam H, Hatfield KJ, Fredly H, Nepstad I, Mosevoll KA, Bruserud O. The angioregulatory cytokine network in human acute myeloid leukemia – from leukemogenesis via remission induction to stem cell transplantation. Eur Cytokine Netw (2012) 23:140–53. 10.1684/ecn.2012.0322 [DOI] [PubMed] [Google Scholar]
- 15.Bruserud Ø, Ryningen A, Wergeland L, Glenjen NI, Gjertsen BT. Osteoblasts increase proliferation and release of pro-angiogenic interleukin 8 by native human acute myelogenous leukemia blasts. Haematologica (2004) 89:391–402. [PubMed] [Google Scholar]
- 16.Reikvam H, Brenner AK, Hagen KM, Liseth K, Skrede S, Hatfield KJ, et al. The cytokine-mediated crosstalk between primary human acute myeloid cells and mesenchymal stem cells alters the local cytokine network and the global gene expression profile of the mesenchymal cells. Stem Cell Res (2015) 15:530–41. 10.1016/j.scr.2015.09.008 [DOI] [PubMed] [Google Scholar]
- 17.Menu E, De Leenheer E, De Raeve H, Coulton L, Imanishi T, Miyashita K, et al. Role of CCR1 and CCR5 in homing and growth of multiple myeloma and in the development of osteolytic lesions: a study in the 5TMM model. Clin Exp Metastasis (2006) 23:291–300. 10.1007/s10585-006-9038-6 [DOI] [PubMed] [Google Scholar]
- 18.Di Prisco S, Merega E, Pittaluga A. Functional adaptation of presynaptic chemokine receptors in EAE mouse central nervous system. Synapse (2014) 68:529–35. 10.1002/syn.21774 [DOI] [PubMed] [Google Scholar]
- 19.de Mendonca FL, da Fonseca PC, Phillips RM, Saldanha JW, Williams TJ, Pease JE. Site-directed mutagenesis of CC chemokine receptor 1 reveals the mechanism of action of UCB 35625, a small molecule chemokine receptor antagonist. J Biol Chem (2005) 280:4808–16. 10.1074/jbc.M412267200 [DOI] [PubMed] [Google Scholar]
- 20.Sabroe I, Peck MJ, Van Keulen BJ, Jorritsma A, Simmons G, Clapham PR, et al. A small molecule antagonist of chemokine receptors CCR1 and CCR3. Potent inhibition of eosinophil function and CCR3-mediated HIV-1 entry. J Biol Chem (2000) 275:25985–92. 10.1074/jbc.M908864199 [DOI] [PubMed] [Google Scholar]
- 21.Ersvaer E, Brenner AK, Vetas K, Reikvam H, Bruserud Ø. Effects of cytarabine on activation of human T cells – cytarabine has concentration-dependent effects that are modulated both by valproic acid and all-trans retinoic acid. BMC Pharmacol Toxicol (2015) 16:12. 10.1186/s40360-015-0012-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Reikvam H, Øyan AM, Kalland KH, Hovland R, Hatfield KJ, Bruserud Ø. Differences in proliferative capacity of primary human acute myelogenous leukaemia cells are associated with altered gene expression profiles and can be used for subclassification of patients. Cell Prolif (2013) 46:554–62. 10.1111/cpr.12057 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Vermes I, Haanen C, Steffensnakken H, Reutelingsperger C. A novel assay for apoptosis – flow cytometric detection of phosphatidylserine expression on early apoptotic cells using fluorescein-labeled annexin-V. J Immunol Methods (1995) 184:39–51. 10.1016/0022-1759(95)00072-I [DOI] [PubMed] [Google Scholar]
- 24.Skavland J, Jorgensen KM, Hadziavdic K, Hovland R, Jonassen I, Bruserud Ø, et al. Specific cellular signal-transduction responses to in vivo combination therapy with ATRA, valproic acid and theophylline in acute myeloid leukemia. Blood Cancer J (2011) 1:e4. 10.1038/bcj.2011.2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Ryningen A, Ersvaer E, Øyan AM, Kalland KH, Vintermyr OK, Gjertsen BT, et al. Stress-induced in vitro apoptosis of native human acute myelogenous leukemia (AML) cells shows a wide variation between patients and is associated with low BCL-2:Bax ratio and low levels of heat shock protein 70 and 90. Leuk Res (2006) 30:1531–40. 10.1016/j.leukres.2006.02.014 [DOI] [PubMed] [Google Scholar]
- 26.Griessinger E, Anjos-Afonso F, Pizzitola I, Rouault-Pierre K, Vargaftig J, Taussig D, et al. A niche-like culture system allowing the maintenance of primary human acute myeloid leukemia-initiating cells: a new tool to decipher their chemoresistance and self-renewal mechanisms. Stem Cells Transl Med (2014) 3:520–9. 10.5966/sctm.2013-0166 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Hubeek I, Kaspers G, Ossenkoppele G, Peters G. Deoxynucleoside analogs in cancer therapy. Cancer Drug Discovery and Development (2006). p. 119–52. [Google Scholar]
- 28.Fredly H, Ersvaer E, Kittang AO, Tsykunova G, Gjertsen BT, Bruserud Ø. The combination of valproic acid, all-trans retinoic acid and low-dose cytarabine as disease-stabilizing treatment in acute myeloid leukemia. Clin Epigenetics (2013) 5:13. 10.1186/1868-7083-5-13 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Tanaka T, Huang X, Halicka HD, Zhao H, Traganos F, Albino AP, et al. Cytometry of ATM activation and histone H2AX phosphorylation to estimate extent of DNA damage induced by exogenous agents. Cytometry A (2007) 71:648–61. 10.1002/cyto.a.20426 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Centurione L, Aiello FB. DNA repair and cytokines: TGF-beta, IL-6, and thrombopoietin as different biomarkers of radioresistance. Front Oncol (2016) 6:175. 10.3389/fonc.2016.00175 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Ghiaur G, Wroblewski M, Loges S. Acute myelogenous leukemia and its microenvironment: a molecular conversation. Semin Hematol (2015) 52:200–6. 10.1053/j.seminhematol.2015.03.003 [DOI] [PubMed] [Google Scholar]
- 32.Golay J, Cuppini L, Leoni F, Mico C, Barbui V, Domenghini M, et al. The histone deacetylase inhibitor ITF2357 has anti-leukemic activity in vitro and in vivo and inhibits IL-6 and VEGF production by stromal cells. Leukemia (2007) 21:1892–900. 10.1038/sj.leu.2404860 [DOI] [PubMed] [Google Scholar]
- 33.Karajannis MA, Vincent L, Direnzo R, Shmelkov SV, Zhang F, Feldman EJ, et al. Activation of FGFR1beta signaling pathway promotes survival, migration and resistance to chemotherapy in acute myeloid leukemia cells. Leukemia (2006) 20:979–86. 10.1038/sj.leu.2404203 [DOI] [PubMed] [Google Scholar]
- 34.Oba Y, Lee JW, Ehrlich LA, Chung HY, Jelinek DF, Callander NS, et al. MIP-1alpha utilizes both CCR1 and CCR5 to induce osteoclast formation and increase adhesion of myeloma cells to marrow stromal cells. Exp Hematol (2005) 33:272–8. 10.1016/j.exphem.2004.11.015 [DOI] [PubMed] [Google Scholar]
- 35.Tavor S, Eisenbach M, Jacob-Hirsch J, Golan T, Petit I, Benzion K, et al. The CXCR4 antagonist AMD3100 impairs survival of human AML cells and induces their differentiation. Leukemia (2008) 22:2151–5158. 10.1038/leu.2008.238 [DOI] [PubMed] [Google Scholar]
- 36.Estey E, Döhner H. Acute myeloid leukaemia. Lancet (2006) 368:1894–907. 10.1016/S0140-6736(06)69780-8 [DOI] [PubMed] [Google Scholar]
- 37.Burger JA, Bürkle A. The CXCR4 chemokine receptor in acute and chronic leukaemia: a marrow homing receptor and potential therapeutic target. Br J Haematol (2007) 137:288–96. 10.1111/j.1365-2141.2007.06590.x [DOI] [PubMed] [Google Scholar]
- 38.Nervi B, Ramirez P, Rettig MP, Uy GL, Holt MS, Ritchey JK, et al. Chemosensitization of acute myeloid leukemia (AML) following mobilization by the CXCR4 antagonist AMD3100. Blood (2009) 113:6206–14. 10.1182/blood-2008-06-162123 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Schepers K, Pietras EM, Reynaud D, Flach J, Binnewies M, Garg T, et al. Myeloproliferative neoplasia remodels the endosteal bone marrow niche into a self-reinforcing leukemic niche. Cell Stem Cell (2013) 13:285–99. 10.1016/j.stem.2013.06.009 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Garrido SM, Appelbaum FR, Willman CL, Banker DE. Acute myeloid leukemia cells are protected from spontaneous and drug-induced apoptosis by direct contact with a human bone marrow stromal cell line (HS-5). Exp Hematol (2001) 29:448–57. 10.1016/S0301-472X(01)00612-9 [DOI] [PubMed] [Google Scholar]
- 41.Ito S, Barrett AJ, Dutra A, Pak E, Miner S, Keyvanfar K, et al. Long term maintenance of myeloid leukemic stem cells cultured with unrelated human mesenchymal stromal cells. Stem Cell Res (2015) 14:95–104. 10.1016/j.scr.2014.11.007 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Konopleva M, Konoplev S, Hu W, Zaritskey AY, Afanasiev BV, Andreeff M. Stromal cells prevent apoptosis of AML cells by up-regulation of anti-apoptotic proteins. Leukemia (2002) 16:1713–24. 10.1038/sj.leu.2402608 [DOI] [PubMed] [Google Scholar]
- 43.Tabe Y, Jin L, Tsutsumi-Ishii Y, Xu Y, McQueen T, Priebe W, et al. Activation of integrin-linked kinase is a critical prosurvival pathway induced in leukemic cells by bone marrow-derived stromal cells. Cancer Res (2007) 67:684–94. 10.1158/0008-5472.CAN-06-3166 [DOI] [PubMed] [Google Scholar]
- 44.Bruserud Ø, Gjertsen BT, Foss B, Huang TS. New strategies in the treatment of acute myelogenous leukemia (AML): in vitro culture of aml cells – the present use in experimental studies and the possible importance for future therapeutic approaches. Stem Cells (2001) 19:1–11. 10.1634/stemcells.19-1-1 [DOI] [PubMed] [Google Scholar]
- 45.Bruserud Ø, Ryningen A, Olsnes AM, Stordrange L, Øyan AM, Kalland KH, et al. Subclassification of patients with acute myelogenous leukemia based on chemokine responsiveness and constitutive chemokine release by their leukemic cells. Haematologica (2007) 92:332–41. 10.3324/haematol.10148 [DOI] [PubMed] [Google Scholar]
- 46.Altman JK, Sassano A, Platanias LC. Targeting mTOR for the treatment of AML. New agents and new directions. Oncotarget (2011) 2:510–7. 10.18632/oncotarget.290 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.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) 95:819–28. 10.3324/haematol.2009.013797 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Huang X, Tanaka T, Kurose A, Traganos F, Darzynkiewicz Z. Constitutive histone H2AX phosphorylation on Ser-139 in cells untreated by genotoxic agents is cell-cycle phase specific and attenuated by scavenging reactive oxygen species. Int J Oncol (2006) 29:495–501. 10.3892/ijo.29.2.495 [DOI] [PubMed] [Google Scholar]
- 49.Boehrer S, Ades L, Tajeddine N, Hofmann WK, Kriener S, Bug G, et al. Suppression of the DNA damage response in acute myeloid leukemia versus myelodysplastic syndrome. Oncogene (2009) 28:2205–18. 10.1038/onc.2009.69 [DOI] [PubMed] [Google Scholar]
- 50.Cheng X, Byrne M, Brown KD, Konopleva MY, Kornblau SM, Bennett RL, et al. PKR inhibits the DNA damage response, and is associated with poor survival in AML and accelerated leukemia in NHD13 mice. Blood (2015) 126:1585–94. 10.1182/blood-2015-03-635227 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Ichijima Y, Sakasai R, Okita N, Asahina K, Mizutani S, Teraoka H. Phosphorylation of histone H2AX at M phase in human cells without DNA damage response. Biochem Biophys Res Commun (2005) 336:807–12. 10.1016/j.bbrc.2005.08.164 [DOI] [PubMed] [Google Scholar]
- 52.Darzynkiewicz Z, Zhao H, Halicka HD, Li J, Lee YS, Hsieh TC, et al. In search of antiaging modalities: evaluation of mTOR- and ROS/DNA damage-signaling by cytometry. Cytometry A (2014) 85:386–99. 10.1002/cyto.a.22452 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Imai N, Miwa H, Shikami M, Suganuma K, Gotoh M, Hiramatsu A, et al. Growth inhibition of AML cells with specific chromosome abnormalities by monoclonal antibodies to receptors for vascular endothelial growth factor. Leuk Res (2009) 33:1650–7. 10.1016/j.leukres.2009.03.006 [DOI] [PubMed] [Google Scholar]
- 54.Kampen KR, Ter Elst A, de Bont ES. Vascular endothelial growth factor signaling in acute myeloid leukemia. Cell Mol Life Sci (2013) 70:1307–17. 10.1007/s00018-012-1085-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Yao X, Huang J, Zhong H, Shen N, Faggioni R, Fung M, et al. Targeting interleukin-6 in inflammatory autoimmune diseases and cancers. Pharmacol Ther (2014) 141:125–39. 10.1016/j.pharmthera.2013.09.004 [DOI] [PubMed] [Google Scholar]
- 56.Alfano D, Gorrasi A, Li Santi A, Ricci P, Montuori N, Selleri C, et al. Urokinase receptor and CXCR4 are regulated by common microRNAs in leukaemia cells. J Cell Mol Med (2015) 19(9):2262–72. 10.1111/jcmm.12617 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Jacobi A, Thieme S, Lehmann R, Ugarte F, Malech HL, Koch S, et al. Impact of CXCR4 inhibition on FLT3-ITD-positive human AML blasts. Exp Hematol (2010) 38:180–90. 10.1016/j.exphem.2009.12.003 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Spinello I, Quaranta MT, Riccioni R, Riti V, Pasquini L, Boe A, et al. MicroRNA-146a and AMD3100, two ways to control CXCR4 expression in acute myeloid leukemias. Blood Cancer J (2011) 1:e26. 10.1038/bcj.2011.24 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Vallet S, Anderson KC. CCR1 as a target for multiple myeloma. Expert Opin Ther Targets (2011) 15:1037–47. 10.1517/14728222.2011.586634 [DOI] [PubMed] [Google Scholar]
- 60.Sanchez-Correa B, Bergua JM, Campos C, Gayoso I, Arcos MJ, Banas H, et al. Cytokine profiles in acute myeloid leukemia patients at diagnosis: survival is inversely correlated with IL-6 and directly correlated with IL-10 levels. Cytokine (2013) 61:885–91. 10.1016/j.cyto.2012.12.023 [DOI] [PubMed] [Google Scholar]
- 61.Aguayo A, Kantarjian H, Manshouri T, Gidel C, Estey E, Thomas D, et al. Angiogenesis in acute and chronic leukemias and myelodysplastic syndromes. Blood (2000) 96:2240–5. [PubMed] [Google Scholar]
- 62.Aguayo A, Kantarjian HM, Estey EH, Giles FJ, Verstovsek S, Manshouri T, et al. Plasma vascular endothelial growth factor levels have prognostic significance in patients with acute myeloid leukemia but not in patients with myelodysplastic syndromes. Cancer (2002) 95:1923–30. 10.1002/cncr.10900 [DOI] [PubMed] [Google Scholar]
- 63.Brunner B, Gunsilius E, Schumacher P, Zwierzina H, Gastl G, Stauder R. Blood levels of angiogenin and vascular endothelial growth factor are elevated in myelodysplastic syndromes and in acute myeloid leukemia. J Hematother Stem Cell Res (2002) 11:119–25. 10.1089/152581602753448586 [DOI] [PubMed] [Google Scholar]
- 64.Reikvam H, Fredly H, Kittang AO, Bruserud Ø. The possible diagnostic and prognostic use of systemic chemokine profiles in clinical medicine-the experience in acute myeloid leukemia from disease development and diagnosis via conventional chemotherapy to allogeneic stem cell transplantation. Toxins (Basel) (2013) 5:336–62. 10.3390/toxins5020336 [DOI] [PMC free article] [PubMed] [Google Scholar]
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