Abstract
Despite progress in the treatment of MM, including the use of high-dose chemotherapy and autologous stem cell transplantation, a considerable proportion of patients are refractory to all therapies. This resistance is related to the molecular genetic heterogeneity in MM cells as well as to the contributions from the BM, which is one of the key determinants of treatment outcome. Our previous studies using fluorescent tracers revealed that MM heterogeneity is correlated with the presence of quiescent stem-like cancer cells, which prefer to reside within the osteoblastic niche of the BM. In this report, we identified a novel protein, tripartite motif containing 44 (TRIM44), which is overexpressed in the osteoblastic niche of the BM, enabling MM cells to compete with HSCs for niche support. TRIM44 expression in MM cells promoted cell quiescence but increased bone destruction in xenograft mice, similar to what is observed in MM patients. TRIM44 functions as a deubiquitinase for hypoxia inducible factor-1α (HIF-1α), which stabilizes HIF-1α expression during hypoxia and normoxia. Stabilized HIF-1α stimulates MM cell growth and survival during hypoxia. Our work is the first report to reveal signaling in quiescent MM cells and the functions of TRIM44.
Subject terms: Myeloma, Cancer stem cells, Myeloma, Cancer stem cells
Introduction
Multiple myeloma (MM) is an incurable B-cell malignancy characterized by the proliferation of plasma cells within the bone marrow (BM) microenvironment. Despite progress in the treatment of MM, including the use of high-dose chemotherapy and autologous stem cell transplantation, a considerable proportion of patients are refractory to all therapies [1]. This resistance is related to the molecular genetic heterogeneity in the MM cells, as well as to the contributions of the BM, which is one of the key determinants of treatment outcome.
Our previous studies using PKH67 fluorescent tracers showed that MM heterogeneity is correlated with the presence of stem-like cancer cells [2]. We isolated MM stem-like cells to near purity on the basis of their ability to retain the lipophilic dye PKH67. As a consequence of their quiescent nature, only MM stem-like cells retain PKH67 in vivo. This study was the first to demonstrate a quiescent MM cell niche and the effects of functional interactions between quiescent MM cells and the microenvironment on MM growth and progression. After cycling in vivo, rare quiescent PKH+ cells preferentially reside within osteoblastic (OS) niches rather than in vascular (VS) niches of the BM or spleens. Functional analyses of these cells revealed enhanced colony forming properties in vitro. In addition, these PKH+ stem-like cells were highly tumorigenic upon serial transplantation and were resistant to a variety of clinically relevant chemotherapeutic drugs [2].
To delineate the molecular pathways involved in PKH+ MM cell functions, we performed gene profiling analyses. Gene profiling analyses of the PKH+ and PKH−CD138+ cells revealed a novel gene called the tripartite motif containing 44 (TRIM44), which was highly upregulated in PKH+ cells compared to proliferating cells.
TRIM is a member of the E3 ligase families, which is composed of more than 80 members in human [3]. TRIM family members are involved in many complex cellular functions, including the regulation of immune functions, such as anti-viral responses to autophagy receptor regulators [4, 5], and in cancer development [6]. Except for TRIM44, all TRIM members are E3 ubiquitinases. TRIM44 contains a zinc finger ubiquitin protease domain (UBP) in the N-terminal domains instead of a RING domain, which functions as a deubiquitinase [7]. Even though there is convincing evidence in TRIM44 function related to immune regulation and viral infection, only a handful of publications (total 8) are linked their functions to cancers. For example, TRIM44 is upregulated in head and neck squamous cell carcinoma, lung cancers, prostate cancers and hepatocellular carcinoma with functions varies from promoting migration and invasion to enhancing drug resistance in cancer cells [8–11]. Upregulated TRIM44 is also associated with a poor prognosis in testicular germ cell tumor, esophageal squamous cell carcinoma, and breast cancers [12–16].
A search of the integrated cancer microarray database (Oncomine) further reveals that TRIM44 gene expression is significantly upregulated in MM compared to normal or monoclonal gammopathy of undetermined significance (MGUS, a precursor stage of MM), suggesting that TRIM44 expression may play an oncogenic role, contributing to MM progression. In this study, we report that TRIM44 plays a unique role in controlling MM quiescence and survival in a hypoxic BM niche. TRIM44 upregulation rendered MM cells to be maintained in a quiescent status. TRIM44 over-expressing (TRIM44OE) MM cells were equipped to compete with HSCs for niche support, which further increased their localization to the BM. Increased TRIM44OE MM cell engraftment suppressed HSC differentiation into leukocytes. Despite its role in promoting quiescence, TRIM44 upregulation in MM increased bone destruction in xenograft mice, which resembles the human MM pathology. TRIM44-induced MM cell survival within the BM was partly due to hypoxia-inducible factor-1α (HIF-1α) stabilization by TRIM44, which decreases HIF-1α polyubiquitination and degradation by its deubiquitinase activity. Our data unveil novel functions of quiescent MM cells in MM pathology and its relation to MM survival within a hypoxic niche. In addition, our data further support that TRIM44 deubiquitinase plays unique roles in promoting the survival of quiescent MM cells in the BM by stabilizing HIF-1α.
Results
MM cells and human HSCs occupy the same niche within the BM
The BM is the primary niche for HSCs. Symptomatic MM is a gradual progression from MGUS or smoldering multiple myeloma (SMM), and the progression is pathologically determined based on the decreased proportion of normal plasma cells within the BM plasma cells [17]. To investigate MM competition with HSCs, we co-transferred CD34+ HSCs with increasing numbers of MM cells and calculated the engraftment capability of these cells within the same niche. During a short-term incubation, the recovery rates of CD34+ HSCs after 60 h were decreased in proportion to the increased numbers of MM cells injected in all three MM cell lines (Fig. 1a, Table S1, top), and their R2 values show an inverse correlation (Fig. 1a, Table S1, bottom). Since the injected cell numbers did not necessarily indicate that the cells home to the niche, we analyzed the R2 values based on the numbers of HSCs and MM cells engrafted in the BM, which showed a similar inverse correlation (Supplementary Figure 1a). A similar trend was observed during a long-term engraftment. The engraftment of HSCs after 16 weeks decreased in proportion to the increased numbers of MM cells injected (Fig. 1b, Table S2). The calculated R2 values based on the engrafted CD138+ MM cells yielded a similar inverse correlation (Supplementary Figure 1b).
Inhibition of HSC engraftment by MM cells further led to the suppression of HSC differentiation. The ability of HSCs to differentiation into leukocytes was greatly compromised when the MM cells were co-transplanted, and an increased inhibition was observed when higher numbers of MM cells were transferred (Fig. 1c, Table S2). We further investigated the dynamics between the HSCs and MM engraftment within the BM, and mainly focused on their occupancies in the OS or VS niches. In both OS and VS niches, a short-term (Fig. 1d, Table S3) and a long-term engraftment of HSCs (Fig. 1e, Table S4) was inversely affected by the increased MM cell numbers. The R2 values between the HSCs and MM showed an inverse correlation in both cases (Fig. 1d, e). Quantitative real-time PCR was performed to measure murine osteocalcin, BMP2, BMP4, and BMP7 levels in cells from OS and VS niches, which showed that these bone marker and morphogenic proteins were highly expressed in the cells from the OS niche (Supplementary Figure 1c). To validate the reduction of HSC recovery is specific to MM cells, we isolated normal CD138+ cells from healthy human BM and performed a competition assay between CD34+ HSC and normal CD138+ cells. FACS analysis demonstrated that increased numbers of normal plasma cells did not reduce CD34+ HSC engraftment (Fig. 1f). Also, we assessed whether other types of cancer cells could compete with HSC for the BM niche. The short-term competition assay showed that SW480, a colon cancer cell line, did not inhibit CD34+ HSC engraftment (Fig. 1g). Together, our data support that MM cells compete with HSCs for the BM niche support and affect the capacity of HSCs to differentiate into leukocytes.
Quiescent MM cells prefer to reside in the OS niche
Since, we are primarily interested in quiescent MM cells and their ability to compete with HSCs, we labeled MM cells with the lipophilic dye, PKH as we previously described [2]. Proliferating cells lose PKH dye during division, while quiescent cells retain the dye [18]. The number of quiescent PKH+ cells that can be isolated from mice is low (5000–10,000/mouse), which makes it difficult to perform competitive assays with HSCs with varying numbers. Therefore, instead, we transferred HSCs (106 cells) with PKH-labeled MM cells (106 or 5 × 105 cells) and allowed the MM cells to proliferate in vivo for three days, wherein they consequently lose PKH labeling upon proliferation. We then analyzed the engraftment of the quiescent cells at the OS or VS niches in the presence or absence of HSCs. Overall, there was a greater inverse correlation between the quiescent PKH+ MM cells and HSCs at the OS niche compared to those at the VS niche (Fig. 2a), confirming that the OS niche is the primary site for the quiescent MM cells. We evaluated levels of different B cell markers expressed in PKH+ and PKH−/CD138+ MM cells. Expression of CD19, CD20, and CD38, which are normally expressed in B cells, was increased in PKH+ MM cells from both OS and VS niches (Supplementary Figure 2a). We did not address the effects of quiescent MM cells on a long-term engraftment and the differentiation of CD34+ HSCs since it is difficult to recover reliable numbers of dye-retaining cells after 3–4 weeks due to the stability of PKH. We then pre-treated the mice with AMD3100, an antagonist of CXCR4, which mobilizes HSCs into the peripheral blood [19]. AMD3100 pretreatment increased both the PKH+ MM cell recovery rates in the OS niche as well as the VS niche (Fig. 2b, Table S5). We further manipulated the BM by pretreating the mice with parathyroid hormone (PTH) for 21 days to enhance targeting to the BM. The PKH+ cell recovery rate increased in both the OS and VS niches of PTH-pre-treated mice (Fig. 2c, Table S6).
TRIM44 expression in MM cells slowed proliferation without cell death
Previously, we performed microarray analyses of PKH+ MM cells and PKH−CD138+ MM cells, which were isolated via FACS from ~40 NOD/SCID xenograft mice, to delineate the molecular mechanisms involved in quiescent MM cell targeting. The analyses of the genes that were differentially expressed in quiescent PKH+ cells, compared to proliferating cells (PKH−CD138+ cells) from all three niches revealed an upregulation of a relatively unknown gene named TRIM44. Quantitative real-time PCR (Supplementary Figure 2b) and immunoblots (Supplementary Figure 2c) further validated its upregulated expression in PKH+ cells from independent cell sources. A search of the integrated cancer microarray database (Oncomine) revealed that TRIM44 mRNA expression is significantly upregulated in MM compared to normal or MGUS (a precursor stage of MM) in two different datasets (Fig. 2d) [20, 21]. Immunofluorescence analysis of bone biopsies of MM, MGUS or healthy human BM showed that TRIM44 is highly expressed in MM compared to MGUS or healthy human BM (Fig. 2e). We further proceeded to characterize the potential roles of TRIM44 in MM development. TRIM44 protein levels are relatively low in different MM cells as well as in 293T cells (Supplementary Figures 3a and 3b). Since silencing TRIM44 using CRISPR-CAS9 methods (Supplementary Figure 3c) led to cell death (Supplementary Figure 3d), we overexpressed TRIM44 via a lentivirus-mediated overexpression (TRIM44OE) or silenced it via knockdown (TRIM44KD) to delineate the functions of TRIM44 (Supplementary Figures 3e-3g).
Control cells were infected with a proper control vector, which matched the infecting virus vector (TRIM44OE-CON or TRIM44KD-CON). TRIM44 expression led to slowed cell proliferation, whereas TRIM44KD MM cells did not influence MM cell proliferation (Fig. 2f), suggesting its functions in cell quiescence. A similar trend was observed in TRIM44OE or TRIM44KD 293T cells (Supplementary Figures 4a and 4b). To exclude the possibility that the retarded proliferation rates were not a result of higher apoptosis, cell apoptosis was determined. FACS analyses based on Annexin V and 7-AAD staining showed comparable apoptotic rates between TRIM44OE and TRIM44OE-CON cells (Supplementary Figure 4c). A comparable degree of cell apoptosis was also measured in TRIM44OE and TRIM44OE-CON 293T cells (Supplementary Figure 4d). To confirm this finding, we generated MM cells that expressed a tet-inducible TRIM44. TRIM44 expression was regulated by the addition or removal of doxycycline, and cell proliferation at the indicated durations was determined. Compared with the first 3 days without doxycycline treatment, at days 4–9 and 16–21, a tet-inducible TRIM44 slowed MM cell proliferation, and the removal of doxycycline at days 10–15 recovered MM cell proliferation (Supplementary Figure 5a). Doxycycline did not affect a proliferation rate in control MM cells (Supplementary Figure 5b), indicating changes of TRIM44 levels contributed MM quiescence. Since TRIM44OE MM cells demonstrated cellular quiescence, we assessed whether TRIM44 expression led to increased PKH retention upon proliferation. Similar to what was observed in vivo, which became a basis of the TRIM44 discovery, TRIM44OE MM cells retained higher amounts of PKH labeling compared to TRIM44OE-CON cells (Fig. 2g). On the other hand, TRIM44 silencing reversed the trend (Fig. 2g). Cell cycle analyses using BrdU labeling revealed that S phase of TRIM44OE cells was suppressed compared to TRIM44KD cells (Supplementary Figure 5c). Moreover, the quiescent nature of TRIM44OE MM cells resulted in increased colony formation in PHA-LCM methylcellulose-based medium (Fig. 2h, Supplementary Figure 6a), which was used to measure the clonogenicity of human B and T cells in MM [22].
TRIM44 expression increases quiescent MM cell engraftment in the OS niche and increases the ability of MM to compete with HSCs
We further analyzed the engraftment potential of the MM cells in different BM niches after TRIM44 expression. Compared to TRIM44OE-CON cells, the recovery rate of quiescent PKH+TRIM44OE MM cells increased especially in the OS niche (Fig. 3a, Table S7). On the other hand, knockdown of TRIM44 expression led to a decrease in the PKH+ MM engraftment in the OS niche (Fig. 3b, Table S8). Since the recovery rate of quiescent PKH+ cells increased with PTH injection (Fig. 2c), we tested whether TRIM44 expression further enhances its recovery numbers. Compared to the vehicle control, PTH treatment increased PKH26+ MM recovery, and TRIM44 expression dramatically increased the MM recovery rates in both the OS and VS niches (Fig. 3c, Table S9). On the other hand, knockdown of TRIM44 decreased the engraftment in the BM upon PTH treatment (Fig. 3d, Table S9). AMD3100 treatment also increased quiescent MM cell recovery in the OS and VS niches compared to the controls and vehicle treatment (Fig. 3e, Table S10).
We then tested the ability of TRIM44OE and TRIM44KD MM cells to compete with HSCs. A greater inverse correlation (R2) was observed between CD34+ and TRIM44OE MM cells compared to the values between CD34+ and TRIM44OE-CON (R2 = 0.6110 vs. R2 = 0.2587 in RPMI OS, R2 = 0.5957 vs. R2 = 0.2587 in RPMI VS, R2 = 0.8037 vs. R2 = 0.3848 in U266 OS, R2 = 0.7749 vs. R2 = 0.3750 in VS) (Fig. 4a, Table S11). In both the OS and VS niches, the engraftment increased upon TRIM44 expression (Fig. 4a). Immunohistochemistry results confirmed these data. There were more tumor cells (GFP+) present in the femurs of the mice transferred with TRIM44OE MM cells compared to the controls (Fig. 4b). On the other hand, silencing TRIM44 increased CD34+HSC the recovery rates after a 3-day incubation (Fig. 4c, Table S12). Immunohistochemistry results also showed that more HSCs were present in the femurs of mice co-transplanted with TRIM44KD MM cells (Fig. 4d).
We further analyzed the effects of TRIM44 expression in MM cells during a long-term engraftment with HSCs. A differential number of TRIM44OE-CON or TRIM44OE MM cells was co-transferred with CD34+ HSCs into NSG mice. At 8, 12, and 16 weeks post transplantation, the numbers of human CD45+ cells in the peripheral blood were determined. Transferring TRIM44OE MM cells with HSCs further reduced the number of CD45+ cells in the blood compared to TRIM44OE-CON (Fig. 5a, Table S13), suggesting that TRIM44OE MM cells effectively suppressed HSC function. At 16 weeks post transplantation, the total CD45+ cells recovered in the OS niche were reduced upon MM co-transplantation and was further reduced upon TRIM44 expression (Fig. 5a). Collectively, the in vivo engraftment competitive assays demonstrated that TRIM44OE enhances the engraftment of quiescent MM cells in the OS niche, which further interfere HSC long-term engraftment and differentiation.
Bone lytic legions are the main symptoms of MM patients. Therefore, we conducted bone histomorphometry analyses to examine the effects of TRIM44 expression on bone destruction. The indexes of bone structure, including bone volume (TRI-BV/TV) and trabecular thickness (TRI-Tb.Th), were significantly decreased, while the ratio of the bone surface/bone volume (TRI-BS/BV) and trabecular spacing (TRI-Tb.Sp) were increased, in TRIM44OE MM-engrafted mice (Fig. 5b). Representative 3D structure analyses showed that over-expressing TRIM44 in MM increased bone destruction of mice compared to the controls (Fig. 5c). TRIM44 silencing in TRIM44OE MM cells delayed bone destruction in xenograft mice (Supplementary Figure 6b). Since TRIM44OE MM cells increased engraftment to the BM with increased bone destruction, we analyzed the interaction between TRIM44OE MM cells and human BM stromal cells (HS5 or HS27). The adherent cell numbers were determined based on fluorescence intensity. MM cell adhesion to HS5 or HS27 increased upon TRIM44 expression (Supplementary Figure 7a), whereas adhesion was decreased upon TRIM44 silencing (Supplementary Figure 7b). Similarly, PKH+ cells isolated from the OS and VS niches of xenografted mice showed an increased adhesion capability compared to PKH-CD138+ cells (Supplementary Figure 7c). Together, our data support that TRIM44 expression increases MM targeting to the BM, and its increased interaction with BM stromal cells could lead to increased bone destruction in vivo.
TRIM44 stabilizes HIF-1α via deubiquitination
Unlike other TRIM family member proteins, TRIM44 contains a ZF-UBP domain in the N-terminal region instead of a RING domain. UBP domains are often found in deubiquitinating enzymes, and the ZF-UBP domain in TRIM44 is reported to function as a deubiquitinating enzyme [23, 24]. Stabilization of HIF-1α protein increases HSC quiescence in vivo, whereas HIF-1α deficiency reduces HSC quiescence. This suggests the precise regulation of HIF-1α level is essential for maintenance of HSC quiescence in BM [25, 26]. Similar with HSC, hypoxia induces immature and stem-like phenotypes in MM cells by decreasing MM cell proliferation and acquiring a quiescent state without apoptosis [27, 28]. Since TRIM44 is overexpressed in quiescent MM cells in the hypoxic BM niche, we investigated whether TRIM44 acts as a deubiquitinase for HIF-1α to bolster its stabilization.
To evaluate whether HIF-1α is the target of TRIM44 deubiquitinating activity, we first measured HIF-1α levels in TRIM44OE and TRIM44KD MM cells, and in their respective control cells. Compared with TRIM44OE-CON MM cells, TRIM44OE cells increased HIF-1α expression under hypoxia (Fig. 6a, b). On the other hand, silencing TRIM44 decreased the induction of HIF-1α (Fig. 6a, b). When hypoxia was induced in 293T cells using a cobalt (II) chloride treatment (200 μM, CoCl2), HIF-1α was increased in TRIM44OE cells (Supplementary Figure 8a). The expression of well-known HIF-1α downstream genes, such as vascular endothelial growth factor (VEGF), glucose transporter 1 (GLUT1), and matrix metallopeptidase 9 (MMP-9) increased in TRIM44OE MM cells, while their expression levels were decreased in TRIM44KD cells (Supplementary Figure 8b). The protein levels of VEGF, GLUT1, and MMP-9 showed similar trends in both TRIM44OE and TRIM44KD MM cells (Supplementary Figure 8c).
Since deubiquitination prevents proteins from undergoing proteasome-mediated degradation, and HIF-1α is a potential target modified by TRIM44, we analyzed the half-life of the HIF-1α protein. Compared with TRIM44OE-CON cells, TRIM44OE cells displayed a HIF-1α protein with a longer half-life (Fig. 6c). We then induced HIF-1α in TRIM44 manipulated MM cells by incubating cells for 4 h in hypoxia followed by incubating cells either hypoxia or normoxia with a protein synthesis inhibitor, cycloheximide. Compared to TRIM44OE-CON, TRIM44OE cells showed a longer HIF-1α half-life (Fig. 6d, Supplementary Figure 9a). To investigate roles of HIF-1α in MM, we treated TRIM44OE MM cells with KC7F2, a HIF-1α inhibitor. KC7F2 treatment reduced TRIM44OE viability up to 60% over 8 days, suggesting a critical role of HIF-1α in MM survival (Supplementary Figure 9b).
TRIM44 deubiquitinates HIF-1α via K48
To determine whether TRIM44 reduced HIF-1α polyubiquitination, 293T cells were transfected with HIF-1α and ubiquitin and were treated with MG132 to accumulated polyubiquitinated proteins. TRIM44 transfection reduced polyubiquitinated HIF-1α (lane 3), compared to no TRIM44 transfection (lane 1 and 2), and simultaneously increased wild-type HIF-1α (lane 3 and 4, arrow) (Supplementary Figure 9c). MG132 treatment did not cause the accumulation of polyubiquitinated HIF-1α with TRIM44 (lane 4), suggesting that TRIM44 decreases HIF-1α polyubiquitination (Supplementary Figure 9c). To further validate the deubiquitinase function of TRIM44 in polyubiquitinated HIF-1α, von Hippel-Lindau tumor suppressor (VHL), which is an E3 ligase for HIF-1α, was co-transfected into the 293T cells in the presence or absence of TRIM44. TRIM44 decreased VHL-mediated HIF-1α polyubiquitination, supporting that TRIM44 reduces HIF-1α polyubiquitination (Supplementary Figure 9d). Proteins targeted for proteasomal degradation are associated with lysine-48 (K48) linked polyubiquitination, and a lysine-63 (K63) linked ubiquitin chain regulates protein function through conformational changes, protein–protein interactions, or changes in subcellular location [29]. To clarify whether TRIM44 reduced proteasome-associated polyubiquitination, K48-ubiquitin or K63-ubiquitin was co-transfected with HIF-1α and TRIM44 into 293T cells. K48-linked polyubiquitination of HIF-1α was reduced by TRIM44, whereas K63-linked polyubiquitination of HIF-1α did not change (Supplementary Figure 10a). A similar result was observed when TRIM44OE MM cells were used (Supplementary Figure 10b). Decreased K48-linked polyubiquitination of HIF-1α was observed in TRIM44OE cells, supporting that TRIM44 decreases K48-linked polyubiquitination of HIF-1α.
TRIM44 interacts with HIF-1α for direct deubiquitination
To determine whether TRIM44 directly interacts with HIF-1α for deubiquitination, immunoprecipitation analyses were performed using TRIM44OE MM cells cultured in hypoxia. HIF-1α was pulled down together with TRIM44 in TRIM44OE MM cells as well as in 293T cells under hypoxia (Fig. 7a). Exogenous TRIM44 expression in 293T cells also interacted with HIF-1α in the same cells (Supplementary Figure 10c). In 293T cells cultured in a hypoxia condition, endogenous HIF-1α was immunoprecipitated together with endogenous TRIM44 (Supplementary Figure 10d), which confirmed a direct interaction between HIF-1α and TRIM44.
To identify the functional domains for HIF-1α deubiquitination in TRIM44, we generated truncated TRIM44 constructs that lacked the ZF domain, BB domain, CC domain, ZF-BB tandem domain, or BB-CC tandem domain (Fig. 7b). Only the truncated TRIM44 domains containing ZF domains inhibited HIF-1α polyubiquitination (Fig. 7c). Compared with the BB, CC, or BB-CC domain alone, the ZF-BB tandem domain could reduce HIF-1α polyubiquitination, indicating that the ZF domain is critical for HIF-1α deubiquitination (Fig. 7c). We also investigated whether the ZF domain extends the half-life of the HIF-1α protein. Compared with the BB domain and CC domain, full-length TRIM44 and the ZF domain significantly extended the half-life of HIF-1α after 30 min of cycloheximide treatment (Fig. 7d). To investigate which functional domains of TRIM44 interact with HIF-1α, we co-transfected HIF-1α with the ZF, BB, or CC domain of TRIM44 into 293T cells. The immunoprecipitation showed that HIF-1α interacts with the BB domain of TRIM44 (Fig. 7e). Taken together, our data support that TRIM44 interacts with HIF-1α, preventing HIF-1α degradation by deubiquitination.
Discussion
Even though many studies have aimed to understand the MM cell interaction with the BM microenvironment, our previous report identifying the OS niche as a niche for quiescent MM cells was one of the first attempts investigating two distinct niches that regulate MM cell activity. Since MM cells mainly progress within the BM, they are a good model for understanding cancer spreads to the BM. Understanding how quiescent tumor cells mobilize from the BM niche to circulation, and investigating their roles in tumor relapse after chemotherapies will have an important clinical relevance. Depending on the cancer type, disseminated cancer cells occupy a different BM niche. For example, prostate cancer cells disseminate and occupy the OS niche, which facilitates its metastasis [30]. On the other hand, disseminated breast cancer cells prefer the perivascular niche of the BM [31]. Similar to HSCs, the local microenvironment the MM cell reside affected their characteristics, such as tumorigenic activities and stem-like features [2]. Quiescent MM cells isolated from the OS niche form colonies in the methylcellulose medium, whereas quiescent cells from the VS niche did not form colonies [2].
Similar with our findings, disseminated prostate cancer cells inhibited CD34+ HSC engraftment and competed for HSC niche, whereas non-metastatic transformed prostate epithelial cells did not repress CD34+ HSC engraftment [30]. Low-HSC frequency in acute myeloid leukemia correlated with poor overall and disease-free survivals of patients [32]. This data suggest that competition between leukemic stem cells and HSCs for niche spaces is the main factor for declining HSC numbers before relapse. Given that most MM patients will undergo an autologous stem cell transplantation after standard therapies and eventually most patients relapse, understanding how quiescent cells hide in the OS niche to avoid therapies will have significant therapeutic implications.
The tripartite motif (TRIM) protein family is characterized by an N-terminal RING finger domain, B-box, and coiled-coil domains and is involved in a broad range of biological process [3, 33], and their altered expression and function are associated with pathologies, such as neurodegenerative diseases [34, 35], viral infection, and cancer. [36, 37] TRIM family genes are involved in cancer as either oncogenes or tumor-suppressors. For example, in gastric cancer overexpression of TRIM28 and TRIM29 is associated with increased cell proliferation and a poor prognosis in patients [38, 39]. TRIM13, TRIM19, TRIM24, and TRIM28 regulate the expression levels of p53 by controlling p53 ubiquitination and degradation via MDM2 or by inducing stabilization of p53 by ubiquitination of MDM2 [40].
Even though the TRIM family contains more than ~80 proteins in humans, TRIM44 is the only deubiquitinase in the family. Unlike other TRIM family member proteins, TRIM44 contains a zinc finger UBP in the N-terminal instead of a RING domain, and UBP domains are often found in deubiquitinating enzymes [7]. Since it was first identified in the mouse brain, only a few studies have analyzed the functions of TRIM44, and these have mostly been in cancers or virus infection (17 total publications as of 2017). Overexpression of TRIM44 is reported in 16% of epithelial cancers including gastric cancers [12] and breast cancers [13]. In non-small cell lung cancer, upregulated TRIM44 promotes the migration and invasion of cancer cells via NF-kB signaling [9, 41]. However, the precise functions of TRIM44 in cancer remain unclear. Quiescent PKH+ MM cells isolated from the OS niche contained elevated levels of TRIM44, indicating that TRIM44 transforms MM cells into a quiescent phenotype and subsequently enhances MM cell occupancy in BM niche. Our data support the oncogenic role of TRIM44 in MM and their roles in the maintenance of MM dormancy in BM niches.
In HSCs, HIF-1α is essential for the maintenance of HSC quiescence [25, 26]. HIF-1α deficiency leads to a loss of cell cycle quiescence in HSCs and deceasing HSCs numbers upon BM stress or aging, whereas overstabilization of HIF-1α by a deficiency of VHL induces the quiescence in HSCs. HIF-1α also critically supports survival and self-renewal in cancer stem cells and disseminated tumor cells in metastasis sites. Hypoxia microenvironment upregulates quiescence and dormancy gene expression in tumor cells and induces quiescence of disseminated prostate cells in metastatic sites [42]. These disseminated tumor cells with low-proliferative property exhibit resistance to chemotherapy. Since, the hypoxic microenvironment in BM niche is important for maintenance and control of quiescent phenotype in both HSC and cancer cells, MM cells could take advantage of the hypoxic BM microenvironment for their tumor initiation and survival. MM initiation occurs in the hypoxic BM niche, followed by stimulated angiogenesis to increase oxygen tension to support continuing MM cell growth [43]. In HSCs, the upregulated oxygen level in BM microenvironment drives HSC differentiation and dislodgement of HSC from the BM niche.
We discovered novel roles of TRIM44 in maintaining MM quiescence. Our data support that MM cells increased BM occupancy upon TRIM44 expression, which reversed upon TRIM44 knockdown. Increased BM occupancy further enhanced MM occupancy within the BM and increased competition with HSCs. Increased BM occupancy in TRIM44OE MM cells affected HSC functions including their differentiation.
We also discovered that TRIM44 significantly enhances viability and quiescence of MM cells under hypoxia. TRIM44 stabilizes HIF-1α via deubiquitination, which is a key transcription factor that regulates MM tumor growth, angiogenesis, and bone destruction [44, 45]. In our study, reduced HIF-1α polyubiquitination by TRIM44 overexpression was associated with HIF-1α protein levels and an extended half-life in MM cells. Furthermore, HIF-1α stabilized by TRIM44 was supported by the upregulation of HIF-1α target genes, including VEGF and GLUT1, whereas knockdown of TRIM44 obviously downregulated these gene expression levels. Our data support that TRIM44 prevents the proteasomal degradation of HIF-1α and promotes the quiescent phenotype of MM cells.
Dysregulation of protein ubiquitination and deubiquitination pathways is one of the pathological features of MM [46]. MM cells, which is a malignant form of antibody-secreting plasma cells, constitutively suffer increased ER stress and hence are sensitive to compounds targeting protein homeostasis, such as proteasome inhibitors. Bortezomib is one example of how targeting the ubiquitin-proteasome pathway suppresses MM growth [47]. In MM cells, proteasome-associated deubiquitinating enzymes play a central role in modulating the unfolded protein response. Recent studies show that inhibitors targeting enzymes that modulate protein ubiquitination/deubiquitination upstream of the proteasome inhibit MM tumor growth and overcome bortezomib resistance [48]. Since the upregulation of the deubiquitinase TRIM44 in quiescent MM cells supports their growth in the BM niche and drug resistance, the development of an inhibitor targeting TRIM44 could benefit to defeat drug resistance and provide the framework for a synergistic therapy to improve the outcome of MM patients.
In summary, our findings support that TRIM44 is an important factor that regulates the quiescence property of MM cells. Our report is the first to show that TRIM44 stabilizes HIF-1α to maintain its stability and in turn supports the survival of quiescent MM. Understanding the mechanism of TRIM44 regulation could promote the development of specific deubiquitinase inhibitors in MM therapy in the future.
Materials and methods
Isolation of human CD34+ hematopoietic stem cells (HSCs)
CD34+ HSCs were isolated from human cord blood obtained from Department of Stem Cell Transplantation Research Lab, MD Anderson Cancer Center. Cell suspension from cord blood was incubated with human CD34 MicroBeads (Miltenyi Biotec). CD34+ HSCs were enriched via positive selection using Miltenyi Biotec MiniMACS Separator Columns (Miltenyi Biotec) according to the manufacturer protocol.
PKH staining
MM cells were stained with PKH (Sigma-Aldrich) for 5 min according to manufacturer protocol. To ensure ≥99% cells were PKH+, the PKH-stained cells were examined for PKH+ percentage by using FACS analysis. For xenograftment, the 106 PKH-stained MM cells were i.v. injected into irradiated (225 cGy) NOD/SCID mice, and the mice were killed after 60 h. For PKH retention assay, percentages of PKH-prestained MM cells were analyzed using FACS analysis at the indicated time.
In vivo competitive engraftment assay
CD34+ HSCs were isolated from human cord blood and enriched via positive selection. NCI-H929, RPMI8226, and U266 cells were stained with PKH for 5 min according to manufacturer protocol. Stained cells were examined for PKH intensity using FACS analysis to ensure that >99% cells were PKH positive. Stained MM cells and HSCs were mixed and injected into sublethally irradiated NOD/SCID mice via i.v. injection. The mice were killed after 60 h for examination of BM.
Ubiquitination assay and half-life assay
HEK293T cells were plated in six-well plate before the day of transfection. HA-HIF-1α, His-Ub, and TRIM44-GFP plasmids were carried by calcium phosphate for transient expression. At 48 h post transfection, cells were treated with 5 μM MG132 for 6 h. Cell lysates were collected for immunoblotting analysis. For half-life assay, HEK293T cells were transfected with HA-HIF-1α. After 48 h, cells were treated 50 μg/mL cycloheximide for indicated time, and cell lysates were collected for immunoblotting analysis.
Electronic supplementary material
Acknowledgements
The authors thank to the Rolanette and Berdon Lawrence Bone Disease Program of Texas and the BMC center for Skeletal Medicine and Biology for xenograft bone imaging, Dr. B. Torok-Storb (Fred Hutchinson Cancer Research Center) for HS5 and HS27 cells, IMM Flow Cytometry Service Center for the assistance of cell sorting, and IMM Microscopy Core Facility for the assistance of a confocal microscopy. This work is supported by a NCI/NIH grant (R21CA202212) given to N.M. and Cancer Prevention Research Institute of Texas (CPRIT, RP160763) given to N.M.
Author contributions
Z.C. and T.-C.L. performed and analyzed the experiments and wrote a draft paper. X.B., G.L., and B.C.D. performed bone analyses. I.M. contributed cord blood. R.M. and L.J.M. contributed human MM and MGUS samples. N.M. planned, supervised and wrote a paper.
Compliance with ethical standards
Conflict of interest
The authors declare that they have no conflict of interest.
Electronic supplementary material
The online version of this article (10.1038/s41375-018-0222-x) contains supplementary material, which is available to authorized users.
References
- 1.Munshi NC, Anderson KC. New strategies in the treatment of multiple myeloma. Clin Cancer Res. 2013;19:3337–44. doi: 10.1158/1078-0432.CCR-12-1881. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Chen Z, Orlowski RZ, Wang M, Kwak L, McCarty N. Osteoblastic niche supports the growth of quiescent multiple myeloma cells. Blood. 2014;123:2204–8. doi: 10.1182/blood-2013-07-517136. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Reymond A, Meroni G, Fantozzi A, Merla G, Cairo S, Luzi L, et al. The tripartite motif family identifies cell compartments. EMBO J. 2001;20:2140–51. doi: 10.1093/emboj/20.9.2140. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Kimura T, Mandell M, Deretic V. Precision autophagy directed by receptor regulators - emerging examples within the TRIM family. J Cell Sci. 2016;129:881–91. doi: 10.1242/jcs.163758. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Nisole S, Stoye JP, Saib A. TRIM family proteins: retroviral restriction and antiviral defence. Nat Rev Microbiol. 2005;3:799–808. doi: 10.1038/nrmicro1248. [DOI] [PubMed] [Google Scholar]
- 6.Cambiaghi V, Giuliani V, Lombardi S, Marinelli C, Toffalorio F, Pelicci PG. TRIM proteins in cancer. Adv Exp Med Biol. 2012;770:77–91. doi: 10.1007/978-1-4614-5398-7_6. [DOI] [PubMed] [Google Scholar]
- 7.Allen MD, Bycroft M. The solution structure of the ZnF UBP domain of USP33/VDU1. Protein Sci. 2007;16:2072–5. doi: 10.1110/ps.072967807. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Jarvinen AK, Autio R, Kilpinen S, Saarela M, Leivo I, Grenman R, et al. High-resolution copy number and gene expression microarray analyses of head and neck squamous cell carcinoma cell lines of tongue and larynx. Genes Chromosomes Cancer. 2008;47:500–9. doi: 10.1002/gcc.20551. [DOI] [PubMed] [Google Scholar]
- 9.Luo Q, Lin H, Ye X, Huang J, Lu S, Xu L. Trim44 facilitates the migration and invasion of human lung cancer cells via the NF-kappaB signaling pathway. Int J Clin Oncol. 2015;20:508–17. doi: 10.1007/s10147-014-0752-9. [DOI] [PubMed] [Google Scholar]
- 10.Zhu X, Wu Y, Miao X, Li C, Yin H, Yang S, et al. High expression of TRIM44 is associated with enhanced cell proliferation, migration, invasion, and resistance to doxorubicin in hepatocellular carcinoma. Tumour Biol. 2016;37:14615–28. doi: 10.1007/s13277-016-5316-3. [DOI] [PubMed] [Google Scholar]
- 11.Tan Y, Yao H, Hu J, Liu L. Knockdown of TRIM44 inhibits the proliferation and invasion in prostate cancer cells. Oncol Res. 2017;25:1253–9. doi: 10.3727/096504017X14854310794561. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Kashimoto K, Komatsu S, Ichikawa D, Arita T, Konishi H, Nagata H, et al. Overexpression of TRIM44 contributes to malignant outcome in gastric carcinoma. Cancer Sci. 2012;103:2021–6. doi: 10.1111/j.1349-7006.2012.02407.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Ong CA, Shannon NB, Ross-Innes CS, O’Donovan M, Rueda OM, Hu DE, et al. Amplification of TRIM44: pairing a prognostic target with potential therapeutic strategy. J Natl Cancer Inst. 2014;106:dju050. doi: 10.1093/jnci/dju050. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Yamada Y, Takayama KI, Fujimura T, Ashikari D, Obinata D, Takahashi S, et al. A novel prognostic factor TRIM44 promotes cell proliferation and migration, and inhibits apoptosis in testicular germ cell tumor. Cancer Sci. 2017;108:32–41. doi: 10.1111/cas.13105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Kawaguchi T, Komatsu S, Ichikawa D, Hirajima S, Nishimura Y, Konishi H, et al. Overexpression of TRIM44 is related to invasive potential and malignant outcomes in esophageal squamous cell carcinoma. Tumour Biol. 2017;39:1010428317700409. doi: 10.1177/1010428317700409. [DOI] [PubMed] [Google Scholar]
- 16.Kawabata H, Azuma K, Ikeda K, Sugitani I, Kinowaki K, Fujii T, et al. TRIM44 is a poor prognostic factor for breast cancer patients as a modulator of NF-kappaB signaling. Int J Mol Sci. 2017;18:E1931. doi: 10.3390/ijms18091931. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Paiva B, Perez-Andres M, Vidriales MB, Almeida J, de las Heras N, Mateos MV, et al. Competition between clonal plasma cells and normal cells for potentially overlapping bone marrow niches is associated with a progressively altered cellular distribution in MGUS vs myeloma. Leukemia. 2011;25:697–706. doi: 10.1038/leu.2010.320. [DOI] [PubMed] [Google Scholar]
- 18.Wallace PK, Tario JD, Jr, Fisher JL, Wallace SS, Ernstoff MS, Muirhead KA. Tracking antigen-driven responses by flow cytometry: monitoring proliferation by dye dilution. Cytom A. 2008;73:1019–34. doi: 10.1002/cyto.a.20619. [DOI] [PubMed] [Google Scholar]
- 19.Broxmeyer HE, Orschell CM, Clapp DW, Hangoc G, Cooper S, Plett PA, et al. Rapid mobilization of murine and human hematopoietic stem and progenitor cells with AMD3100, a CXCR4 antagonist. J Exp Med. 2005;201:1307–18. doi: 10.1084/jem.20041385. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Agnelli L, Mosca L, Fabris S, Lionetti M, Andronache A, Kwee I, et al. A SNP microarray and FISH-based procedure to detect allelic imbalances in multiple myeloma: an integrated genomics approach reveals a wide gene dosage effect. Genes Chromosomes Cancer. 2009;48:603–14. doi: 10.1002/gcc.20668. [DOI] [PubMed] [Google Scholar]
- 21.Zhan F, Barlogie B, Arzoumanian V, Huang Y, Williams DR, Hollmig K, et al. Gene-expression signature of benign monoclonal gammopathy evident in multiple myeloma is linked to good prognosis. Blood. 2007;109:1692–1700. doi: 10.1182/blood-2006-07-037077. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Matsui W, Huff CA, Wang Q, Malehorn MT, Barber J, Tanhehco Y, et al. Characterization of clonogenic multiple myeloma cells. Blood. 2004;103:2332–6. doi: 10.1182/blood-2003-09-3064. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Urano T, Usui T, Takeda S, Ikeda K, Okada A, Ishida Y, et al. TRIM44 interacts with and stabilizes terf, a TRIM ubiquitin E3 ligase. Biochem Biophys Res Commun. 2009;383:263–8. doi: 10.1016/j.bbrc.2009.04.010. [DOI] [PubMed] [Google Scholar]
- 24.Yang B, Wang J, Wang Y, Zhou H, Wu X, Tian Z, et al. Novel function of Trim44 promotes an antiviral response by stabilizing VISA. J Immunol. 2013;190:3613–9. doi: 10.4049/jimmunol.1202507. [DOI] [PubMed] [Google Scholar]
- 25.Forristal CE, Winkler IG, Nowlan B, Barbier V, Walkinshaw G, Levesque JP. Pharmacologic stabilization of HIF-1alpha increases hematopoietic stem cell quiescence in vivo and accelerates blood recovery after severe irradiation. Blood. 2013;121:759–69. doi: 10.1182/blood-2012-02-408419. [DOI] [PubMed] [Google Scholar]
- 26.Takubo K, Goda N, Yamada W, Iriuchishima H, Ikeda E, Kubota Y, et al. Regulation of the HIF-1alpha level is essential for hematopoietic stem cells. Cell Stem Cell. 2010;7:391–402. doi: 10.1016/j.stem.2010.06.020. [DOI] [PubMed] [Google Scholar]
- 27.Kawano Y, Kikukawa Y, Fujiwara S, Wada N, Okuno Y, Mitsuya H, et al. Hypoxia reduces CD138 expression and induces an immature and stem cell-like transcriptional program in myeloma cells. Int J Oncol. 2013;43:1809–16. doi: 10.3892/ijo.2013.2134. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Muz B, de la Puente P, Azab F, Luderer M, Azab AK. Hypoxia promotes stem cell-like phenotype in multiple myeloma cells. Blood Cancer J. 2014;4:e262. doi: 10.1038/bcj.2014.82. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Passmore LA, Barford D. Getting into position: the catalytic mechanisms of protein ubiquitylation. Biochem J. 2004;379:513–25. doi: 10.1042/bj20040198. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Shiozawa Y, Pedersen EA, Havens AM, Jung Y, Mishra A, Joseph J, et al. Human prostate cancer metastases target the hematopoietic stem cell niche to establish footholds in mouse bone marrow. J Clin Invest. 2011;121:1298–312. doi: 10.1172/JCI43414. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Ghajar CM, Peinado H, Mori H, Matei IR, Evason KJ, Brazier H, et al. The perivascular niche regulates breast tumour dormancy. Nat Cell Biol. 2013;15:807–17. doi: 10.1038/ncb2767. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Wang W, Stiehl T, Raffel S, Hoang VT, Hoffmann I, Poisa-Beiro L, et al. Reduced hematopoietic stem cell frequency predicts outcome in acute myeloid leukemia. Haematologica. 2017;102:1567–77. doi: 10.3324/haematol.2016.163584. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Meroni G, Diez-Roux G. TRIM/RBCC, a novel class of ‘single protein RING finger’ E3 ubiquitin ligases. Bioessays. 2005;27:1147–57. doi: 10.1002/bies.20304. [DOI] [PubMed] [Google Scholar]
- 34.Martins-de-Souza D, Gattaz WF, Schmitt A, Rewerts C, Maccarrone G, Dias-Neto E, et al. Prefrontal cortex shotgun proteome analysis reveals altered calcium homeostasis and immune system imbalance in schizophrenia. Eur Arch Psychiatry Clin Neurosci. 2009;259:151–63. doi: 10.1007/s00406-008-0847-2. [DOI] [PubMed] [Google Scholar]
- 35.Xu B, Roos JL, Dexheimer P, Boone B, Plummer B, Levy S, et al. Exome sequencing supports a de novo mutational paradigm for schizophrenia. Nat Genet. 2011;43:864–8. doi: 10.1038/ng.902. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Hatakeyama S. TRIM proteins and cancer. Nat Rev Cancer. 2011;11:792–804. doi: 10.1038/nrc3139. [DOI] [PubMed] [Google Scholar]
- 37.Rajsbaum R, Garcia-Sastre A, Versteeg GA. TRIMmunity: the roles of the TRIM E3-ubiquitin ligase family in innate antiviral immunity. J Mol Biol. 2014;426:1265–84. doi: 10.1016/j.jmb.2013.12.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Yokoe T, Toiyama Y, Okugawa Y, Tanaka K, Ohi M, Inoue Y, et al. KAP1 is associated with peritoneal carcinomatosis in gastric cancer. Ann Surg Oncol. 2010;17:821–8. doi: 10.1245/s10434-009-0795-8. [DOI] [PubMed] [Google Scholar]
- 39.Kosaka Y, Inoue H, Ohmachi T, Yokoe T, Matsumoto T, Mimori K, et al. Tripartite motif-containing 29 (TRIM29) is a novel marker for lymph node metastasis in gastric cancer. Ann Surg Oncol. 2007;14:2543–9. doi: 10.1245/s10434-007-9461-1. [DOI] [PubMed] [Google Scholar]
- 40.Wang C, Ivanov A, Chen L, Fredericks WJ, Seto E, Rauscher FJ, 3rd, et al. MDM2 interaction with nuclear corepressor KAP1 contributes to p53 inactivation. EMBO J. 2005;24:3279–90. doi: 10.1038/sj.emboj.7600791. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Xing Y, Meng Q, Chen X, Zhao Y, Liu W, Hu J, et al. TRIM44 promotes proliferation and metastasis in nonsmall cell lung cancer via mTOR signaling pathway. Oncotarget. 2016;7:30479–91. doi: 10.18632/oncotarget.8586. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Fluegen G, Avivar-Valderas A, Wang Y, Padgen MR, Williams JK, Nobre AR, et al. Phenotypic heterogeneity of disseminated tumour cells is preset by primary tumour hypoxic microenvironments. Nat Cell Biol. 2017;19:120–32. doi: 10.1038/ncb3465. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Noll JE, Williams SA, Purton LE, Zannettino AC. Tug of war in the haematopoietic stem cell niche: do myeloma plasma cells compete for the HSC niche? Blood Cancer J. 2012;2:e91. doi: 10.1038/bcj.2012.38. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Colla S, Storti P, Donofrio G, Todoerti K, Bolzoni M, Lazzaretti M, et al. Low bone marrow oxygen tension and hypoxia-inducible factor-1alpha overexpression characterize patients with multiple myeloma: role on the transcriptional and proangiogenic profiles of CD138(+) cells. Leukemia. 2010;24:1967–70. doi: 10.1038/leu.2010.193. [DOI] [PubMed] [Google Scholar]
- 45.Borsi E, Perrone G, Terragna C, Martello M, Dico AF, Solaini G, et al. Hypoxia inducible factor-1 alpha as a therapeutic target in multiple myeloma. Oncotarget. 2014;5:1779–92. doi: 10.18632/oncotarget.1736. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Popovic D, Vucic D, Dikic I. Ubiquitination in disease pathogenesis and treatment. Nat Med. 2014;20:1242–53. doi: 10.1038/nm.3739. [DOI] [PubMed] [Google Scholar]
- 47.Obeng EA, Carlson LM, Gutman DM, Harrington WJ, Jr, Lee KP, Boise LH. Proteasome inhibitors induce a terminal unfolded protein response in multiple myeloma cells. Blood. 2006;107:4907–16. doi: 10.1182/blood-2005-08-3531. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Tian Z, D’Arcy P, Wang X, Ray A, Tai YT, Hu Y, et al. A novel small molecule inhibitor of deubiquitylating enzyme USP14 and UCHL5 induces apoptosis in multiple myeloma and overcomes bortezomib resistance. Blood. 2014;123:706–16. doi: 10.1182/blood-2013-05-500033. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.