Chronic myeloid leukemia (CML) is characterized by expression of the tyrosine kinase oncogene, Bcr–abl. Tyrosine kinase inhibitors (TKI) induce prolonged remission in CML, and therapy discontinuation is an accepted approach to patients with reduction in Bcr–abl transcripts of four logs or greater. Half such individuals sustain a therapy free remission, but molecular mechanisms predicting relapse are undefined. We found relative calpain inhibition in CML cells with stabilization of calpain substrates, including βcatenin and Xiap1. Since the Survivin gene is activated by βcatenin, this identified two apoptosis-resistance mechanisms. We found that Survivin impaired apoptosis in leukemia stem cells (LSCs) and Xiap1 in CML granulocytes. Consistent with this, we determined treatment with an inhibitor of Survivin, but not Xiap1, prevented relapse during TKI treatment and after therapy discontinuation in a murine CML model. By transcriptome profiling, we identified activation of innate immune response pathways in murine CML bone marrow progenitors. This was increased by TKI treatment alone, but normalized with addition of a Survivin inhibitor. We found that activation of the innate immune response induced rapid blast crisis in untreated CML mice, and chronic phase relapse during a TKI discontinuation attempt. These results suggest that extrinsic stress exerts adverse effects on CML-LSCs.
CML is characterized by translocation of chromosomes 9 and 22 with consequent expression of Bcr–abl; an oncogene tyrosine kinase . Development of Bcr-abl-specific tyrosine kinase inhibitors (TKIs) improved outcomes in CML, and patients with optimal TKI responses may have a normal lifespan [2,3,4]. However, long term TKI-treatment is complicated by side effects and substantial costs to individuals and health care systems [4, 5]. In clinical trials, to investigate the feasibility of TKI-discontinuation, half of CML patients with at least a 3 log reduction in Bcr–abl transcripts (≥0.1% International Standard) sustained a therapy free remission (TFR) [6,7,8,9]. Nearly all relapsing subjects achieved a second molecular remission and current guidelines permit discontinuing therapy in select patients with ≥4 log transcript reduction (≥0.01% IS) . However, molecular predictors of sustained TFR vs. relapse are undefined.
Relapse after therapy discontinuation requires that some LSCs persist during TKI-treatment. Since TKIs efficiently inhibit proliferating CML progenitors, persisting LSCs are hypothesized to be quiescent and apoptosis resistant . We found relatively increased expression of Fap1 (Fas-associated phosphatase 1) in CML-LSCs, with consequent inhibition of Fas and Gsk3β [12,13,14,15]. This induced Fas-resistance and enhanced transcription of βcatenin target genes, including BIRC5 (encoding Survivin). In a murine model of CML, we determine treatment with Imatinib (IM; a TKI inhibitor) plus a Fap1-blocking peptide prevented chronic phase (CP) relapse or blast crisis (BC) progression, although IM alone did not . And, mice treated with IM plus Fap1-blocking peptide sustained remission after therapy discontinuation, although 60% of mice treated with IM alone relapsed.
We found expression endogenous calpain inhibitors (Gas2 and calpastatin) was also increased in human CD34+CML cells or Bcr-abl-transduced murine progenitors compared with control cells [16, 17]. This stabilized calpain substrates, including βcatenin and Xiap1 . Consistent with this, Bcr–abl expression in bone marrow progenitors induced a calpastatin/calpain-dependent increase in Xiap1 in CML granulocytes, but a Gas2/calpain-dependent increase in βcatenin and Survivin . In the current study, we investigate contributions of Survivin or Xiap1 to CML-LSC persistence and relapse. Unlike Fap1, translationally relevant inhibitors of these proteins are available [18, 19].
Materials and methods
RNA was isolated with Triazol reagent. Primers were designed with Applied Biosystems software (Grand Island, NY), and PCR performed by SYBR green method. Result were normalized to 18S and actin. Four independent experiments were performed in triplicate.
Cells were analyzed on a Becton-Dickinson FACScan (Cambridge, MA). For apoptosis, cells were incubated 12 h with IM (2 μM), Ym155 (10 nM), Embelin (10 μM) or buffer control; 24 h with Fas antibody (5 μg/ml CH11; BD Bioscience Inc., San Jose CA) or buffer control; labeled with PE-conjugated CD34 antibody, and analyzed by the Annexin V-Apoptosis Detection Kit I (eBioscience, San Diego CA). Four independent experiments were performed in duplicate. Variance within groups was not significantly different for various conditions.
Murine bone marrow transduction and transplant
293T cells were transfected with p210-Bcr-abl-MiGR1 (from Dr Ravi Bhatia, University of Alabama, Birmingham) and pCL-Eco plasmids. This line was verified annually by STR and tested every 6 months for mycoplasma. Supernatants were collected after 48 h . Primary bone marrow donors (C57/BL6 mice) were treated with 150 mg/kg of 5-flurouracil by intraperitoneal injection (IP) and bone marrow harvested after 4 days . Cells were incubated with retroviral supernatant (~107 pfu/ml) supplemented with polybrene (6 μg/ml) in DME, 10% FCS, 1% pen-strep, 10 ng/ml IL-3, 100 ng/ml Scf, 10 ng/ml IL-6 (R & D Systems Inc., Minneapolis, MN) [12, 20]. Transgene expression was confirmed by Bcr–abl PCR and GFP flow cytometry.
Lethally irradiated, syngeneic recipients were injected with 1 × 106 transduced cells and sacrificed when peripheral WBC > 30,000 with >50% granulocytes but <5% blasts. Equal numbers of male and female mice were used. Bone marrow was transplanted into sublethally irradiated secondary recipients (2 × 106 cells). Four weeks later, secondary recipients were IP injected with IM (100 mg/kg/day), Ym155 (5 mg/kg/day), Embelin (10 mg/kg/day), IM+Ym155 or Embelin, or saline (10/group). Each cohort included recipients from four different donors, and initial peripheral blood counts were not significantly different between groups. At 24 weeks, 2 × 106 bone marrow cells from secondary recipients in molecular remission (≥3 log bone marrow Bcr–abl transcript reduction vs. untreated mice) were transplanted into sublethally-irradiated tertiary recipients. Tertiary recipients were observed without treatment. Ten mice were used per cohort for 80% power in a one sided test with continuous measurement (α = 0.05). This allows detection of differences between experimental groups occurring at a rate of 40%. All mice were included in the analysis and there was no preselection of groups. Variance within groups was not significantly different for the cohorts and was significantly different than variance between groups by ANOVA. Peripheral blood count data and survival were used to determine study results and no blinding was required.
Tail vein blood was obtained for automated counting. Blast counts were determined on May–Grunwald–Giemsa stained peripheral smears (300 cells/slide).
Imatinib resistance assay
Transduced murine bone marrow was cultured in IM at an initial dose of 0.2 μg/ml; increasing to 2.0 μg/ml over 6 weeks (vs. sham) . Ym155 or Embelin were added to some cultures and cells counted weekly. Two independent experiments were performed in triplicate.
Mice were injected IP with ovalbumin/aluminum chloride (i.e., Alum) or saline every 4 weeks starting 4 weeks after secondary or tertiary transplantation with Bcr–abl+ bone marrow (8 mice/group), as described [21,22,23]. Peripheral blood counts were determined every 2 weeks. Secondary recipients received 5 × 105 bone marrow cells from primary recipients. Tertiary recipients received 5 × 105 bone marrow cells from secondary recipients in IM-induced molecular remission at 24 weeks.
RNA sequencing and gene ontology
Stranded mRNA-Seq was conducted in the Northwestern University NUSeq Core with RNA from GFP + Lin− murine bone marrow cells (4/cohort, non-pooled samples). RNA quality was determined using an Agilent Bioanalyzer 2100 (Agilent Research Laboratories, Santa Clara, CA). Libraries were prepared with the TruSeq Stranded mRNA kit (Illumina Inc, San Diego, CA) and validated. Single-end, 75 bp reads were generated using an lllumina NextSeq 500 Sequencer. DNA read quality was evaluated using FastQC. Adapters were trimmed and reads of poor quality or aligning to rRNA sequences filtered. Cleaned reads were aligned to the Mus musculus genome using STAR and read counts calculated by htseq-count in conjunction with mm10 gene annotation file (http://genome.ucsc.edu). Differential expression was determined using DESeq2 . Statistical significance of differentially expressed genes was an FDR-adjusted p value < 0.05.
Significance was determined by a two-tailed Student’s t test or ANOVA using SigmaStat (Systat Software Inc, San Jose CA). Data is reported as average ± SD with p ≤ 0.02 considered significant. Survival/relapse rate differences were analyzed by the Mann–Whitney Rank Sum test. Blood counts in treatment cohorts were analyzed by the Kruskal–Wallis One Way Analysis of Variance on Ranks.
Human and murine studies
Approved by Institutional Review Board or Animal Care and Use Committee of Northwestern University and Jesse Brown VA. Informed consent was obtained from all subjects.
Survivin and Xiap1 influenced apoptosis in CML
We first investigated the impact of translationally relevant inhibitors of Survivin or Xiap1 on CML cells in vitro. We found increased βcatenin protein and Survivin mRNA in human CD34+CML cells compared with controls, but no increase in Xiap1 (Supplementary Fig. 1A, B). Conversely, Xiap1, but not βcatenin or Survivin, increased after ex vivo differentiation of CD34+CML cells with G-CSF; similar to our studies with Bcr-abl-transduced murine bone marrow . In human or murine CML cells, ex vivo treatment with Ym155 decreased Survivin expression, and with Embelin decreased Xiap1, in a dose dependent manner (Supplementary Fig. 1C). Ym155 impairs Survivin expression by binding the BIRC5 promoter, and Embelin enhances Xiap1 degradation by inhibiting caspase9 interaction [18, 19].
We found relative inhibition of Fas-induced and intrinsic apoptosis in human CD34+CML cells, with or without G-CSF differentiation (p < 0.01, n = 6 compared with controls) (Fig. 1a). Ym155 increased intrinsic and Fas-induced apoptosis of CD34+, but not G-CSF differentiated, CML cells. Adding IM to Ym155 enhanced Fas-responsiveness and intrinsic apoptosis in CD34+CML cells (p < 0.01, n = 6 with vs. without IM). IM or Embelin enhanced Fas-induced and intrinsic apoptosis in G-CSF-differentiated, but not CD34+, CML cells. Adding IM to Embelin enhanced Fas-induced apoptosis and normalized intrinsic apoptosis in differentiating CML cells (p < 0.001, n = 6 with vs. without IM). Apoptosis in control cells was not altered by any of these agents, with or without G-CSF.
We performed similar studies with murine bone marrow progenitor cells transduced with Bcr–abl or control vector (Fig. 1b). Similar to human cells, Bcr–abl decreased Fas-induced and intrinsic apoptosis, with or without G-CSF (p < 0.001, n = 6 compared with control). Effects of IM, Ym155, or Embelin on Bcr-abl-transduce murine cell populations were similar to effects on human CML samples. Therefore, we investigated the impact of inhibiting Survivin or Xiap1 on CML-LSC persistence during in vitro IM-treatment . For these studies, Bcr-abl-transduced murine progenitor cells were cultured in a slowly increasing IM dose with or without Ym155, Embelin, or saline (Fig. 1c). IM, Embelin, or IM + Embelin initially suppressed growth, but cell numbers increased with time. Ym155 sustained growth suppression, but combination with IM resulted in total cell death by ~100 days.
Survivin inhibition prevented TKI resistance and blast crisis in mice with CML
We used an in vivo model to investigate the impact of Survivin or Xiap1 on CML . For these studies, mice were transplanted with Bcr-abl-transduced bone marrow and observed until CP-CML developed. Bone marrow from these mice was transplanted into secondary recipients to generate cohorts with established CP-CML. Untreated secondary recipients died by 12–14 weeks (Fig. 2a); 40% with overwhelming CP (Fig. 2b) and the remainder progressing from CP to BC (Fig. 2c). In contrast, 50% of IM treated secondary recipients were alive at 24 weeks (p < 0.001, n = 10) and ~40% survived 30 weeks (human equivalent >40 years). All IM-treated mice achieved remission, but ~40% relapsed in CP, with half subsequently progressing to BC. All mice treated with Embelin alone developed BC by 18 weeks. Adding Embelin to IM did not prolong survival (p = 0.4, n = 10) and favored direct BC relapse. Survival was prolonged by Ym155 compared with untreated mice (p < 0.01, n = 10), and relapse was exclusively in CP. No mice treated with IM plus Ym155 relapsed during 35+ weeks.
Survivin expression in GFP+Lin− bone marrow cells from secondary recipients was decreased by IM-treatment (p < 0.001, n = 3) (Supplemental Fig. 2A). Survivin increased during CP relapse and was greatest in BC; paralleling βcatenin (Supplemental Fig. 2B). Musashi-2 (Msi2) increases during BC and inhibits Apc translation; potentially stabilizing βcatenin [25, 26]. However, Msi2 was less in GFP+Lin− cells from untreated secondary recipients compared with Lin− control cells, increased with IM, and decreased upon CP relapse (Supplemental Fig. 2A). Apc protein abundance was similar in Lin− control cells or GFP+Lin− cells from untreated or IM-treated secondary recipients, but decreased in CP or BC (p ≤ 0.01, n = 3) (Supplemental Fig. 2B). Gli1 activates the survivin promoter and increases in BC [27, 28]. Gli1 expression also paralleled survivin in GFP+Lin− cells from secondary recipients (Supplemental Fig. 2A).
Survivin inhibition prevented relapse post TKI discontinuation in mice with CML
We used a tertiary transplant model to study relapse after therapy discontinuation . In these studies, tertiary recipients of bone marrow from mice treated with IM, Ym155, IM+Ym155, or IM+Embelin were followed without additional treatment. Bone marrow donors were in molecular remission at 24 weeks (≥3.0 log decrease in Bcr–abl transcripts vs. untreated). Pre-discontinuation treatment with Ym155 alone significantly improved survival in tertiary recipients compared with IM alone (p < 0.001, n = 6) (Fig. 3a). Forty-five percent of recipients from IM-treated mice relapsed in CP by 18 weeks (Fig. 3b), with half progressing to BC (Fig. 3c). Only 20% of recipients from Ym155 treated mice relapsed in CP over 30 weeks (p < 0.001, n = 6), with half progressing to BC. However, all recipients of bone marrow from IM + Ym155 treated mice survived 35+ weeks without relapse. Survival in tertiary recipients was slightly prolonged by addition of Embelin to IM in secondary donors, but 70% of these mice had direct BC-relapse.
The same number of GFP+ cells were transplanted into all tertiary recipients, but addition of Ym155 to IM reduced Bcr–abl transcripts by 1.5 log vs. IM alone. Adding Ym155 to IM reduced the relative abundance of GFP+Lin−Sca1+ckit+ cells (89% for IM vs. 11% for IM+Ym155), but increased the abundance of GFP+Lin+Gr1+ cells (15% for IM vs. 86% for IM + Ym155; n = 4) (p < 0.001 for both). Bcr–abl copies/ GFP+Lin+ or GFP+Lin− cell were similar in the two treatment groups. However, transcripts were greater in GFP+Lin− vs. GFP−Lin+ cells (Lin+ = 28.1 ± 5.0 for IM and 22.3 ± 2.2 for IM + Ym155; Lin− = 430 ± 10.5 for IM and 305 ± 10.0 for IM + Ym155) (p < 0.001, n = 4).
Survivin inhibition during TKI treatment normalized innate immune response pathways
To investigate mechanisms for LSC persistence and relapse post therapy discontinuation, we performed transcriptome analysis of GFP+Lin− bone marrow cells. In mice with untreated CML (secondary recipients), we found increased activity of pathways involved in cytokine production and tyrosine kinase signaling compared with Lin− cells from control mice (Fig. 4a). We also found relatively increased activity of pathways regulating the innate immune response, immune effector processes, and the defense response in CML. Expression of the leukemia suppressor Irf8/Icsbp was decreased and Gas2 increased in GFP+Lin− vs. control Lin− cells, consistent with prior work [29,30,31].
In GFP+Lin− cells from mice with IM-induced molecular remission, activity of pathways involved in apoptosis, cellular catabolism, and negative regulation of proliferation were increased compared with untreated CML (Fig. 4b). However, activity of immune response pathways further increased with IM treatment, and Irf8/Icsbp and Gas2 expression was unaltered. In contrast, Ym155 increased Irf8/Icsbp expression, decreased Gas2, and decreased activity of defense response and immune effector pathways with or without IM (Fig. 4c, d). We therefore, investigated the functional significance of the innate immune response for LSC expansion and relapse.
Emergency granulopoiesis enhanced blast crisis in untreated CML
We hypothesized that abnormalities in CML, such as decreased Icsbp/Irf8 expression, might prevent termination of a physiologically induced innate immune response; leading to CML progression. To explore this, we studied emergency (stress) granulopoiesis in mice with CP-CML. We previously found steady state failed to resume after stimulation of an emergency granulopoiesis response in Irf8−/− mice and BC was accelerated . Emergency granulopoiesis is an episodic process for granulocyte production in response to infectious challenge and a key component of innate immunity [32, 33]. It is studied in mice by injection of pathogens or an antigen/adjuvant combination (such as Alum) [21,22,23]. Alum induces the same cytokine and cellular response as pathogens, but without death or chronic infection of the mice.
In control mice, Alum injection induced maximal peripheral granulocytosis and bone marrow myeloid progenitor expansion by 2 weeks, with steady state resumption by 4 (Supplemental Fig. 3) [21, 22]. This was repeated four times at 4 week intervals without death or debility in Wt mice [21, 22]. To study the impact emergency granulopoiesis on CML, secondary recipients of CP bone marrow were injected with Alum or saline every 4 weeks, starting 4 weeks post-transplantation. Similar to Icsbp/Irf8−/− mice, we found exaggerated Alum-induced granulocytosis without steady state resumption between episodes (Fig. 5a). GFP+granulocytes were significantly increased, but GFP− granulocytes were also dysregulated after Alum-injection in these mice. Survival in CP-CML mice significantly was shortened by Alum injection with 50% survival of 14 weeks compared with 26 weeks at steady state (Fig. 5b; fewer cells were injected compared with studies in Fig. 2).
Myeloid blasts emerged more rapidly in CML mice during repeated emergency granulopoiesis episodes compared with steady state (p < 0.001, n = 6). Mice at steady state first developed CP with half subsequently progressing to BC (Fig. 5c) . However, all Alum injected mice developed BC (>15% circulating myeloid blasts), without prior CP (i.e., >10,000 GFP+circulating granulocytes). Blasts were not found in control, Wt mice under any condition, consistent with our prior work [21, 22].
Emergency granulopoiesis enhances CP-relapse after therapy discontinuation
To investigate the impact of emergency granulopoiesis on relapse after therapy discontinuation, we performed similar studies with tertiary recipients from IM-treated mice. Mice were transplanted with bone marrow from secondary donors in IM-induced molecular remission (at 24 weeks), and injected with Alum or saline starting 4 weeks after transplantation. We found resolution of emergency granulopoiesis after the first Alum-injection in these mice, but GFP+ circulating granulocytes progressively during subsequent episodes (Fig. 5a). Alum-injection significantly decreased survival, with 50% survival of 14 weeks in this cohort compared with survival of all mice at 24+ weeks during steady state (p < 0.001, n = 8) (Fig. 5b).
Most recipients from IM-treated donors relapsed in CP after the third emergency granulopoiesis episode. One Alum treated mouse relapsed directly into lymphoid BC after the second injection, and another progressed from CP to myeloid BC at 16 weeks. None of the mice at steady state relapsed over the observation time period shown, but 20% relapsed in CP by 24+ weeks.
Our studies implicate Survivin in apoptosis resistance of CML-LSCs, persistence of these cells during TKI treatment, and relapse after therapy discontinuation. We found that Survivin inhibition (with Ym155) induced molecular remission as efficiently as IM in mice with CP-CML. Mice relapsed in stable CP during Ym155 treatment, unlike IM-treated mice which relapsed in CP, but with subsequent BC progression in 50%. The combination of IM + Ym155 prevented relapse during therapy or after discontinuation in CML mice. Conversely, adding a Xiap1 inhibitor (Embelin) to IM did not delay drug resistance or post therapy discontinuation relapse. It was of interest that the combination of IM + Embelin was associated with relapse in BC rather than CP; both during treatment and after therapy discontinuation.
These results suggest that an understanding of differentiation-stage-specific pathways, and validation in preclinical models, is essential for safe translation of molecular targeting to human clinical trials. Ym155 and Embelin are relatively specific for inhibition of Survivin or Xiap1, respectively. We previously demonstrated differentiation stage specific activity of these proteins with shRNA knockdown in Bcr-abl-transduced bone marrow cells . In vivo confirmation with genetic models would verify this conclusion, but our studies identify the potential for treatment with Ym155 to permit more CML patients to qualify for therapy discontinuation or remain in TFR. This might be most relevant to selected patients with relapse after a first discontinuation attempt.
Survivin expression increased with CP or BC relapse during IM treatment. Both βcatenin and Gli1 paralleled survivin during this process, providing possible mechanisms. Increased Msi2 in BC induces differentiation block through Numb inhibition and Notch activation . Decreased Msi2 in CP may represent an unsuccessful attempt to destabilize βcatenin by increasing Apc translation. Survivin-escape during IM treatment may involve multiple mechanisms; an area of interest for future investigations.
By transcriptome analysis, we found increased activity of innate immune response pathways in bone marrow progenitors from untreated CML mice compared with control. This was exaggerated by TKI-induced remission, although pathways involved in tyrosine kinase signaling and apoptosis were improved. The major transcriptome alteration upon adding Ym155 to IM was normalization of immune response pathways; suggesting their functional significance for LSC persistence and relapse. The addition of Ym155 also increased Irf8/Icsbp expression; an effect not observed with IM alone. Irf8/Icsbp functions as a CML suppressor by regulating genes that influence apoptosis, including the Fap1 and Gas2 genes [15, 16].
Studies in MDS and AML by other investigators identified mutations Traf6 or Uaf4 that constitutively activate inflammatory pathways [34, 35]. In contrast, we considered the role in leukemogenesis of a dysregulated physiologic response to infectious challenge. In prior studies, we found Irf8/Icsbp was necessary to terminate emergency granulopoiesis . Decreased Irf8/Icsbp in CML suggested that the emergency granulopoiesis response might be sustained in this disease, and a failure of IM to correct this had implications for LSC-persistence and relapse.
Genotoxic stress is increased in emergency granulopoiesis by S phase shortening, accelerated differentiation, and generation of reactive oxygen species by accumulating bone marrow granulocytes [21, 22, 36]. Perhaps consistent with this, we found accelerated BC in mice with untreated CML during repeated emergency granulopoiesis episodes. Emergency granulopoiesis failed to terminate in these mice, suggesting a sustained response contributed to leukemogenesis. Accumulation of granulocytes in the bone marrow triggers termination of emergency granulopoiesis through unknown molecular mechanisms . Enhanced apoptosis of CML granulocytes in Embelin-treated mice might impair this regulatory mechanism, worsening dysregulation of the innate immune response, and enhancing mutagenesis. This may explain relapse in BC rather than CP of CML mice treated with Embelin, with or without IM.
We found repeated episodes of emergency granulopoiesis during a TKI discontinuation attempt enhanced, and accelerated CP relapse in this murine model, but did not lead to BC. Most mice died from overwhelming granulocytosis prior to BC progression. We hypothesize IM-induced remission abolishes LSC subset(s) with enhanced susceptibility to mutagenesis and BC during the innate immune response. Studies to investigate this are ongoing in the laboratory.
Our findings suggest that impaired termination of emergency granulopoiesis increases the hazard of infectious challenge in CML. Decreased Irf8/Icsbp expression is also found in acute myeloid leukemia (AML) with t(8;21) and a subset of therapy-related AML [37, 38]. The homeodomain transcription factor HoxA9 impairs termination of emergency granulopoiesis by repressing Triad1, an E3 ubiquitin ligase and increased Hox expression is found in an adverse prognosis subset of AML [39, 40]. We hypothesize the inability to resume steady state granulopoiesis after an infectious challenge drives disease progression in subsets of myeloid leukemia. Further studies to determine if termination of emergency granulopoiesis is a physiologic equivalent of leukemia suppression are of interest.
Rowley JD. The Philadelphia chromosome translocation. A paradigm for understanding leukemia. Cancer. 1990;65:2178–84.
Cortes J, Hochhaus A, Hughes T, Kantarjian H. Front-line and salvage therapies with tyrosine kinase inhibitors and other treatments in CML. J Clin Oncol 2011;29:524–31.
Yang K, Fu LW. Mechanisms of resistance to BCR-ABL TKIs and the therapeutic strategies: a review. Crit Rev Oncol Hematol. 2015;93:277–92.
Hochhaus A, Larson RA, Guilhot F, Radich JP, Branford S, Hughes TP, et al. Long-term outcomes of imatinib treatment for chronic myeloid leukemia. N Engl J Med. 2017;376:917–27.
Padula WV, Larson RA, Dusetzina SB, Apperley JF, Hehlmann R, Baccarani M, et al. Cost-effectiveness of tyrosine kinase inhibitor treatment strategies for chronic myeloid leukemia in chronic phase after generic entry of imatinib in the United States. J Natl Cancer Inst. 2016;108:djw003.
Mahon FX, Réa D, Guilhot J, Guilhot F, Huguet F, Nicolini F, et al. Discontinuation of IM in patients with CML who have maintained complete molecular remission for at least 2 years. Lancet Oncol. 2010;11:1029–35.
Horn M, Glauche I, Müller MC, Hehlmann R, Hochhaus A, Loeffler M, et al. Model-based decision rules reduce the risk of molecular relapse after cessation of TKI therapy in CML. Blood. 2013;121:378–84.
Ross DM, Branford S, Seymour JF, Schwarer AP, Arthur C, Yeung DT, et al. Safety and efficacy of imatinib cessation for CML patients with stable undetectable minimal residual disease: results from TWISTER. Blood. 2013;122:515–22.
Rea D, Nicolini FE, Tulliez M, Guilhot F, Guilhot J, Guerci-Bresler A, et al. Discontinuation of dasatinib or nilotinib in chronic myeloid leukemia: interim analysis of the STOP 2G-TKI study. Blood. 2017;129:846–54.
Pallera A, Altman JK, Berman E, Abboud CN, Bhatnagar B, Curtin P, et al. NCCN Guidelines Insights: chronic myeloid leukemia, version 1.2017. J Natl Compr Canc Netw. 2017;14:1505–12.
Michor F, Hughes TP, Iwasa Y, Branford S, Shah NP, Sawyers CL, et al. Dynamics of CML. Nature. 2005;435:1267–70.
Huang W, Luan CH, Hjort EE, Bei L, Mishra R, Sakamoto KM, et al. The role of Fas-associated phosphatase 1 in leukemia stem cell persistence during tyrosine kinase inhibitor treatment of chronic myeloid leukemia. Leukemia. 2016;30:1502–9.
Huang W, Bei L, Eklund EA. Fas-Associated Phosphatase 1 (Fap1) mediates Fas-resistance in myeloid progenitor cells expressing the Bcr-abl oncogene. Leuk Lymphoma. 2013;54:619–30.
Huang W, Bei L, Eklund EA. Fas-associated phosphatase 1 (Fap1) influences βcatenin activity in myeloid progenitor cells expressing the Bcr-abl oncogene. J Biol Chem. 2013;2288:12766–76.
Huang W, Zhu C, Wang H, Horvath E, Eklund EA. ICSBP/IRF8 represses PTPN13 gene transcription in differentiating myeloid cells. J Biol Chem. 2008;283:7921–35.
Huang W, Zhou W, Saberwal G, Konieczna I, Horvath E, Eklund EA. ICSBP decreases Bcatenin-activity in myeloid cells by repressing GAS2. Mol Cell Biol. 2010;30:4575–94.
Huang W, Bei L, Hjort EE, Eklund EA. Decreased calpain activity in chronic myeloid leukemia impairs apoptosis by increasing survivin in myeloid progenitors and xiap1 in differentiating granulocytes. Oncotarget. 2017;8:50629–41.
Feng W, Yoshida A, Ueda T. YM155 induces caspase-8 dependent apoptosis through dowregulation of survivin and Mcl-1 in human leukemia cells. Biochem Biophys Res Commun. 2013;435:52–7.
Ishiyama M, Shiga M, Sasamoto K, Mizoguchi M, He P. A new sulfonated tetrazolium salt that produces a highly water-soluble formazan dye. Chem Pharm Bull. 1993;41:1118–22.
Peng C, Li S. CML mouse model in translational research. Methods Mol Biol. 2010;602:253–66.
Hu L, Huang W, Hjort EE, Bei L, Platanias LC, Eklund EA. ICSBP/IRF8 is required for termination of emergency granulopoiesis. J Biol Chem. 2016;291:4107–20.
Hu L, Huang W, Hjort E, Eklund EA. Increased Fanconi C expression contributes to the emergency granulopoiesis response. J Clin Investig. 2013;123:3952–66.
Cain DW, Snowden PB, Sempowski GD, Kelsoe G. Inflammation triggers emergency granulopoiesis through a density-dependent feedback mechanism. PLoS ONE. 2011;6:e19957.
Love MI, Huber W, Anders S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 2014;15:550–62.
Wang S, Li N, Yousefi M, Nakauka-Ddamba A, Li F, Parada K, et al. Transformation of the intestinal epithelium by the MSI2 RNA-binding protein. Nat Commun. 2015;16:6517.
Ito T, Kwon HY, Zimdahl B, Congdon KL, Blum J, Lento WE, et al. Regulation of myeloid leukaemia by the cell-fate determinant Musashi. Nature. 2010;466:765–8.
Vlčková K, Ondrušová L, Vachtenheim J, Réda J, Dundr P, Zadinová M, et al. Survivin, a novel target of the Hedgehog/GLI signaling pathway in human tumor cells. Cell Death Dis. 2016;7:e2048.
Long B, Zhu H, Zhu C, Liu T, Meng W. Activation of the Hedgehog pathway in chronic myelogeneous leukemia patients. J Exp Clin Cancer Res. 2011;30:8.
Hao SX, Ren R. Expression of ICSBP is down-regulated in bcr-abl-induced murine CML-like disease and forced co-expression of ICSBP inhibits bcr-abl-induced MPD. Mol Cell Biol. 2000;20:1149–61.
Holtschke T, Lohler J, Kanno J, Fehr T, Giese N, Rosenbauer F, et al. Immuno-deficiency and CML-like syndrome in mice with a targeted mutation of the ICSBP gene. Cell. 1996;87:307–15.
Warfvinge R, Geironson L, Sommarin MNE, Lang S, Karlsson C, Roschupkina T, et al. Single-cell molecular analysis defines therapy response and immunophenotype of stem cell subpopulations in CML. Blood. 2017;129:2384–94.
Panopoulos AD, Watchwich SS. Granulocyte colony stimulating factor: molecular mechanisms of activation during steady state and emergency hematopoiesis. Cytokine. 2007;42:277–88.
Ueda Y, Cain DW, Kuraoka M, Kondo M, Kelsoe G. IL1R dependent HSC proliferation is necessary for inflammatory granulopoiesis and reactive neutrophilia. J Immunol. 2009;182:6477–84.
Varney ME, Niederkorn M, Konno H, Matsumura T, Gohda J, Yoshida N, et al. Loss of Tifab, a del(5q) MDS gene, alters hematopoiesis through derepression of Toll-like receptor-TRAF6 signaling. J Exp Med. 2015;212:1967–85.
Smith MA, Choudhary GS, Pellagatti A, Choi K, Bolanos LC, Bhagat TD, et al. U2AF1 mutations induce oncogenic IRAK4 isoforms and activate innate immune pathways in myeloid malignancies. Nat Cell Biol. 2019;21:640–50.
Hu L, Huang W, Bei L, Hjort EE, Eklund EA. TP53 haplo-insufficiency rescues emergency granulopoiesis in FANCC-/- mice. J Immunol. 2018;200:2129–39.
Schwieger M, Löhler J, Friel J, Scheller M, Horak I, Stocking C. AML1-ETO inhibits maturation of multiple lymphohematopoietic lineages and induces myeloblast transformation in synergy with ICSBP deficiency. J Exp Med. 2002;196:1227–40.
Qian Z, Fernald AA, Godley LA, Larson RA, Le Beau MM. Expression profiling of CD34+ hematopoietic stem/progenitor cells reveals distinct subtypes of therapy-related acute myeloid leukemia. Proc Natl Acad Sci USA. 2002;99:14925–30.
Wang H, Bei L, Shah CA, Hu L, Eklund EA. HoxA10 terminates emergency granulopoiesis by increasing expression of Triad1. J Immunol. 2015;194:5375–87.
Drabkin HA, Parsy C, Ferguson K, Guilhot F, Lacotte L, Roy L, et al. Quantitative HOX expression in chromosomally defined subsets of acute myelogenous leukemia. Leukemia. 2002;16:186–95.
This work was supported by NIH R01 CA174205, DK098812 and DK121354, and VA BX002067 and CX001864 to EAE.
Conflict of interest
The authors declare that they have no conflict of interest.
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
About this article
Cite this article
Huang, W., Liu, B. & Eklund, E.A. Investigating the role of the innate immune response in relapse or blast crisis in chronic myeloid leukemia. Leukemia 34, 2364–2374 (2020). https://doi.org/10.1038/s41375-020-0771-7
This article is cited by
Characterization of p190-Bcr-Abl chronic myeloid leukemia reveals specific signaling pathways and therapeutic targets
International Journal of Hematology (2021)