Abstract
The degree of heterogeneity among cancer stem cells (CSC) remains ill-defined and may hinder effective anti-CSC therapy. Evaluation of oral cancers for such heterogeneity identified two compartments within the CSC pool. One compartment was detected using a reporter for expression of the H3K4me3 demethylase JARID1B to isolate a JARID1Bhigh fraction of cells with stem cell–like function. JARID1Bhigh cells expressed oral CSC markers including CD44 and ALDH1 and showed increased PI3K pathway activation. They were distinguished from a fraction in a G0-like cell-cycle state characterized by low reactive oxygen species and suppressed PI3K/AKT signaling. G0-like cells lacked conventional CSC markers but were primed to acquire stem cell–like function by upregulating JARID1B, which directly mediated transition to a state expressing known oral CSC markers. The transition was regulated by PI3K signals acting upstream of JARID1B expression, resulting in PI3K inhibition depleting JARID1Bhigh cells but expanding the G0-like subset. These findings define a novel developmental relationship between two cell phenotypes that may jointly contribute to CSC maintenance. Expansion of the G0-like subset during targeted depletion of JARID1Bhigh cells implicates it as a candidate therapeutic target within the oral CSC pool. Cancer Res; 76(18); 5538–49. ©2016 AACR.
Introduction
Cancer stem cells (CSC) are defined by unlimited self-renewal and differentiation to states lacking growth potential. They have been isolated in oral squamous cell carcinomas (OSCC) using multiple markers including CD44 and ALDH1 (1–3) and express regulators of embryonic stem cells including Oct4, Sox2, Nanog, and Bmi-1 (4–6). However, epigenetic plasticity among CSCs may prevent assignment of a single discrete molecular profile. Such plasticity among adult epithelial stem cells gives rise to quiescent and proliferative subsets that interconvert to support tissue homeostasis and repair (7, 8). Thus, similar heterogeneity among oral CSCs may drive cancer progression and shape therapy responses.
Although quiescence is not an essential stem cell trait, it is commonly attributed to adult stem cells and CSCs, where it may underlie generalized resistance to therapies targeting proliferating cells. As such, quiescence is defined by exit from the cell cycle while retaining cell division potential. One approach to defining quiescent cancer cells uses Pyronin-Y staining to gate cells with low total RNA within the G0–G1 fraction. Such cells exhibit the high p27kip1 and low reactive oxygen species (ROS) of the G0 state (9, 10). A related breast cancer subpopulation was isolated on the basis of low ROS and exhibits quiescent features including suppression of proliferation markers and increased Hes1 (11), an inhibitor of senescence and differentiation (12). Not meeting strict criteria for complete G0 exit, these "G0-like" cells downregulate PI3K/Akt signaling through proteasome-mediated Akt degradation (11, 13). The role of PI3K/Akt activation in allowing certain adult stem cells to exit quiescence (14) suggests that the pathway might also permit G0-like cells to exert CSC function.
However, some molecular traits of G0-like cells diverge from those described for CSCs, making their relationship unclear. Specifically, PI3K activation observed in putative CSCs of various cancers renders them sensitive to PI3K inhibitors (15–18). Furthermore, the ROSlow feature of G0-like cells is incongruous with the high oxidative metabolism observed in melanoma CSCs that express increased levels of the H3K4me3 demethylase JARID1B (19). These JARID1Bhigh melanoma cells are slow-cycling (20) but are not known to express markers of quiescence. JARID1B, a transcriptional repressor, targets genes involved in diverse cellular processes including development, differentiation, and cell cycle (21–23). It is overexpressed in various cancers (23–25). In OSCC, JARID1B silencing is observed to attenuate sphere formation and stem cell marker expression (26). Additional findings have led to appreciation of the role of JARID1B in maintenance or differentiation of normal and malignant stem cell phenotypes (21, 27–29), suggesting broader utility as a CSC marker.
The unknown degree of identity between G0-like and JARID1Bhigh cells led us to evaluate their function, overlap, and developmental relationship. Here, we demonstrate that they are distinct subpopulations in OSCCs. Despite sharing stem cell–like function, only JARID1Bhigh cells displayed conventional CSC-associated markers, PI3K pathway activation, and PI3K inhibitor sensitivity. However, G0-like cells were primed to enter a JARID1Bhigh state and required JARID1B to exert stem cell–like function. Our results have implications for maintenance of a dynamic CSC pool and provide insight into adaptation of oral CSCs to PI3K inhibition.
Materials and Methods
Cell lines, clinical specimens, vectors
Cells were maintained in 1:1 DMEM/F12 with 400 ng/mL hydrocortisone, 10% FBS, and 50 μg/mL gentimycin. SCC9 cells were obtained from ATCC. LNT14 cells are described (30). VU147T and CAL33 cells were gifts from Dr. Hans Joenje (VU Medical Center, Amsterdam, the Netherlands) and Dr. Jennifer Grandis (University of Pittsburgh, Pittsburgh, PA), respectively. Cell lines were authenticated using Identify Mapping Kit (Coriell). Clinical specimens were obtained under University of Pennsylvania Institutional Review Board protocol #417200 or Philadelphia VA protocol #01090. Lentiviral vectors pLU-JARID1Bprom-EGFP-Blast, pLU-CMVprom-EGFP-Blast, and pLKO-shJARID1B (20), transient expression vector pBIND-RBP2H1 (JARID1B; ref. 31), and retroviral vectors pWZ-neo-myrAKTΔ4-129-ER/A2myrAKTΔ4-129-ER (32, 33) are described.
Flow cytometry and tumor cell purification
Antibodies are in Supplementary Table S1. Flow cytometry was performed using AstriosEQ (Beckman Coulter) or LSRII (BD Biosciences) instruments. Minced tumors were disrupted in 1 mg/mL collagenase IV using gentleMACS Dissociator (Miltenyi Biotec). Suspensions were agitated at 37°C for 1 hour before repeating disruption and 40-μm filtering. Mouse stromal cells were removed from xenografts by pretreating with anti-mouse CD16/32-Fc block and positive selection of human cells using anti-HLA-ABC. Mouse cell contamination was monitored using anti-mouse-H-2Kd. For human tissues, tumor cells were purified by negative selection with anti-CD45/CD31 as described previously (34). Dead cells were excluded by 7-aminoactinomycin D (7-AAD) throughout.
Detection of G0-like cells, ROS, label retention, ALDH activity
Tumor cells at 106 cells/mL were incubated with 4 μmol/L Hoechst-33342 (Life Technologies) followed by 1 μg/mL Pyronin-Y (Sigma-Aldrich) at 37°C for 30 minutes. G0-like cells were fluorescence-activated cell sorting (FACS)-purified by setting PyroninYlow gates within the G0–G1 peak of the Hoechst-33342 profile. To detect ROS, cells were incubated with 2.5 μmol/L H2DCFDA (Life Technologies) for 20 minutes at 37°C. PKH26/67 (Sigma-Aldrich) or CellTrace Violet (Life Technologies) were used as per manufacturer's instructions. Labeling (100%) was confirmed by flow cytometry; labeled cells were analyzed after 10 days of culture. Aldefluor assays were performed as per manufacturer's instructions (Stemcell).
Western blotting
Protein lysates were made from equal cell numbers using Laemmli buffer, separated on 10% ECL gels (GE), and transferred to nitrocellulose using the Trans-Blot System (Bio-Rad). Antibodies (Supplementary Table S1) were incubated at 4°C overnight. After washing, blots were incubated with anti-Rabbit/Mouse IgG-DyLight and analyzed using a LI-COR Odyssey System (LI-COR).
G0-like cell detection in tissue
Paraffin-embedded samples were labeled using a multistep tyramide-amplified protocol as described previously (35). Following antigen retrieval and serum-free protein block, each labeling cycle consisted of primary antibody (Supplementary Table S1), secondary antibody conjugated to horseradish peroxidase, and TSA conjugated to a fluorophore (FITC/CY3/CY5, Perkin Elmer, Inc). Images were acquired on a Nikon Ti confocal microscope (60×). Tumor cells were distinguished with pan-cytokeratin staining. G0-like cells were identified on the basis of the following pattern: DAPI + /AKT1low/H3K9me2low/HES1high. Cells were counted in 10 random fields per section using ImageJ software. A blinded observer semiquantitatively assessed “high” or “low” fluorescence relative to background from isotype controls. Signals were designated “high” if the ratio of corrected total fluorescence was more than 2× compared with 3 “low” cells in the same image.
Sphere formation
Ten cells per well were cultured in ultralow attachment 96-well plates (Corning) in serum-free complete MEGM (Lonza) for 14 days. Spheres were counted and imaged using a Leica DM IRB inverted microscope and iVision software (Biovision). Spheres were propagated by Accutase (Life Technologies) dissociation for 20 minutes and Trypan blue dead cell exclusion before replating.
Mouse experiments
NOD/SCID/IL2 receptor γ-chain–deficient (NSG) mice were utilized under Wistar Institute IACUC protocols 112652/112655. Tumors were generated by subcutaneous flank injection of cells in 100 μL Matrigel (Corning). Tumors for drug studies were grown from 106 cells to a volume of about 50 mm3. GDC-0941 (SelleckChem) in 0.5% methylcellulose/0.2% Tween80 was administered at 100 mg/kg by daily oral gavage.
Real-time reverse transcription PCR and RNA-Seq
RNA was isolated using the Qiagen RNeasy Kit (Qiagen). cDNA was generated from 1 μg RNA using RNA-to-DNA (Life Technologies) and PCR purification (Qiagen) kits. Expression was quantified using Power SYBR Green Master Mix and a Step-One Real-Time PCR System (Life Technologies). Primers are in Supplementary Table S2. RNA-Seq was performed on LNT14 cell fractions from 3 independent FACS isolations. Multiplexed Illumina libraries were prepared using Illumina stranded mRNA kits, pooled, and sequenced to 100 bp from one end of the insert. Aligning reads (n = 236,908,957) against the human genome (hg19) were detected using RUM v2.0.4. Uniquely aligning reads (n = 215,252,518) were used to quantify transcripts. Differential expression was defined using EdgeR with a generalized linear model to account for donor linkage and detect intertreatment differences. Multidimensional scaling plots confirmed significant donor effects. Differentially expressed genes had false discovery rate (FDR) > 10%. Gene Set Enrichment Analysis (GSEA) was performed using the MSigDB C2 v5.0 curated gene sets (>3,000) to compare JARID1Bhigh, G0-like, and bulk cells. A log2 fold change between paired conditions was used as a ranking variable.
Statistics and tumor-initiating cell frequency
Data are expressed as mean ± SE. At least three independent replicates were performed per experiment. ANOVA or t tests evaluated differences among means. Tukey procedure tested pairwise differences for significant ANOVAs. An F statistic tested for equal variances. For unequal variances, Welch ANOVA or t statistics were used. Mann–Whitney U tests were used for variables lacking normal distribution. Differences between cumulative distributions for latency times were defined using Kaplan–Meier and exact log-rank tests. Tumor-initiating cell (TIC) frequencies were estimated using ELDA software (http://bioinf.wehi.edu.au/software/elda/; ref. 36).
Results
G0-like OSCC cells exhibit stem cell–like function
G0-like cells were identified by flow cytometry within multiple OSCC cell lines using Hoechst-33342 and Pyronin-Y to detect RNAlow cells within the G0–G1 cell-cycle peak (Fig. 1A, left and Supplementary Fig. S1A). H2DCFDA staining confirmed the fraction to be ROSlow (Fig. 1A, right and Supplementary Fig. S1B, left), consistent with the H2DCFDA-based definition of G0-like breast cancer cells (11). G0-like cells in cell lines showed high p27Kip1 and Hes1, along with decreased total Akt protein (Fig. 1B and Supplementary Fig. S1B, right). Continued cyclin D1 expression implied a lack of complete G0 cell-cycle exit, supporting the "G0-like" designation. Applying the Pyronin-Y–based isolation strategy to tumor cells purified from clinical specimens and patient-derived xenografts (PDX) also detected G0-like cells with low ROS and Akt (Supplementary Fig. S1C and S1D). Similar cells were stained by established methodology in sections of 9 human tumors and 2 derivative PDXs. Cells with the Hes1high/Aktlow/H3K9me2low staining profile of ROSlow G0-like breast cancer cells (11) were detectable as a minority fraction in most samples (Fig. 1C). G0-like fractions from cell lines were tested in clonal sphere assays, where they showed enhanced formation of primary spheres and propagation as secondary spheres (Fig. 1D). They also formed tumors at higher incidence and shorter latency than the non–G0-like fraction upon xenotransplantation at low cell dose (Fig. 1E). G0-like cells isolated from PDXs also had enhanced tumor-initiating capacity, forming tumors with similar efficiency to CD44high cells (Fig. 1F, top) despite being CD44low (bottom and Supplementary Fig. S1E). Together, these results established that G0-like OSCC cells can display CSC function. Clinicopathologic traits for patient tumors, along with their derivative PDXs and cell lines, are in Supplementary Table S3.
JARID1B is a distinct basis for detecting CSC function
The quiescent and stem cell–like traits of G0-like cells appeared comparable with those of melanoma cells expressing high JARID1B (20). To assess the role of JARID1B in the oral CSC pool, a promoter-based reporter for JARID1B transcription, J1BpromEGFP (20), was stably expressed in OSCC cell lines. LNT14 and SCC9 cells with 5% highest EGFP expressed increased JARID1B mRNA and protein (Fig. 2A and Supplementary Fig. S2A) and were designated JARID1Bhigh. All subsequent studies were standardized to assess changes in JARID1Bhigh population size relative to this 5% EGFPhigh reference gate in control cells. The label retention and CSC function previously seen in a JARID1Bhigh state defined identically for melanoma (20) were evaluated in OSCC. Fluorescent membrane labeling showed that in contrast to the G0-like fraction, JARID1Bhigh OSCC cells were highly label-retaining over 10 days, indicating low turnover (Supplementary Fig. S2B). However, JARID1Bhigh cells were distributed outside the G0-like gate instead showing G2–M expansion (Fig. 2B and Supplementary Fig. S2C and S2D), suggesting slowed G2–M transit over G0-like arrest. Decreased JARID1B reporter function and protein in the G0-like gate (Supplementary Fig. S2E) distinguished the 2 states beyond cell-cycle status, raising the possibility that JARID1Bhigh and G0-like cells are distinct subpopulations. Thus, subsequent studies standardized comparison of mutually exclusive G0-like and JARID1Bhigh gates to a "bulk" gate that excludes both subsets (Supplementary Fig. S3A).
In functional analyses, JARID1Bhigh cells defined by the 5% reference gate in monolayer culture increased in clonal spheres (Fig. 2C and Supplementary Fig. S3B) and showed higher primary and secondary sphere-forming capacity (Fig. 2D). JARID1Bhigh cells from 2 lines formed xenografts with comparable efficiency to G0-like cells but higher incidence and shorter latency than bulk cells, with all fractions producing tumors with indistinguishable histology (Fig. 2E and Supplementary Fig. S3C and S3D). Limiting dilution showed JARID1Bhigh LNT14 cells to form 100% tumors even at a dose of 10 cells and the G0-like subset to have markedly higher TIC frequency than bulk cells (Supplementary Fig. S3E). Reliance on a reporter to purify JARID1Bhigh cells prevented their direct isolation from PDXs for functional testing. However, their overlap with the CD44high fraction by was supported by flow cytometric analysis of cell lines and PDX tumors (Fig. 2F and G, left and Supplementary Fig. S3F, top) and detection of elevated JARID1B expression in CD44high PDX cells (Fig. 2G, right and Supplementary Fig. S3F, bottom). Together, these data suggested that JARID1Bhigh and G0-like cells are subpopulations with distinct molecular characteristics but similar stem cell–like function.
JARID1Bhigh and G0-like cells show divergent molecular profiles and PI3K signaling
Shared stem cell–like function between G0-like and JARID1Bhigh cells despite divergent CD44 expression justified further molecular comparisons. Only JARID1Bhigh cells increased expression of the pluripotency-related factors Oct4 and Bmi1 (Fig. 3A) and another oral CSC marker ALDH1A1 (Fig. 3B, left), the isoform underlying increased ALDH activity in OSCC (37). High ALDH activity in Aldefluor assays also corresponded with high levels of JARID1B (Fig. 3B, right). Broader comparison of G0-like, JARID1Bhigh, and bulk cells was performed by mRNA sequencing. Pairwise comparison of G0-like versus JARID1Bhigh subsets to bulk cells revealed 61 genes upregulated by both subsets (Fig. 3C and Supplementary Tables S4–S7), including most transcripts increased in G0-like cells. This significant overlap suggested a close relationship between the 2 states; however, minimal overlap existed between genes downregulated by G0-like versus JARID1Bhigh cells (Supplementary Fig. S4A). Hierarchical clustering of gene-scaled expression levels confirmed that G0-like and JARID1Bhigh cells clustered more closely to each other than to bulk cells (Supplementary Fig. S4B). Among the gene sets, most significantly upregulated in G0-like and JARID1Bhigh cells (Supplementary Tables S8–S10) were signatures defined in mammary and stromal stem cells (Fig. 3D, left and Supplementary Fig. S4C, left; refs. 38, 39), consistent with their shared CSC function. Notably, these GSEA profiles were more prominent in JARID1Bhigh over G0-like cells (Fig. 3D, right and Supplementary Fig. S4C, right). JARID1Bhigh cells also more strongly upregulated an epithelial-to-mesenchymal transition profile from breast CSCs (Fig. 3E, left; ref. 40). These findings reveal distinctions between G0-like and JARID1Bhigh cells despite shared expression of a core gene set, with JARID1Bhigh cells consistently exhibiting a more conventional CSC-related profile.
Further analyses dissected the proliferative states of the subsets. Despite JARID1Bhigh cells retaining label, only G0-like cells downregulated cell-cycle–related gene transcription on the basis of a Reactome database gene set (Fig. 3E, right and Supplementary Fig. S4D). To further characterize this difference, proliferative oncogenic signals were compared across cell fractions. No differences were evident in MAPK or JAK/STAT signaling based on ERK and STAT3 phosphorylation, respectively (Supplementary Fig. S4E). The reduced PI3K activity anticipated in G0-like cells based on low total Akt was confirmed at the level of phospho-Akt (Supplementary Figs. S2E and S4F). However, high phosphorylation of Akt and downstream target GSK3β indicated pathway hyperactivation in JARID1Bhigh cells relative to bulk (Fig. 3F and Supplementary Fig. S2E), adding to parallels between JARID1Bhigh cells and other CSC phenotypes (15–18). In contrast, AKT suppression in G0-like cells suggested a distinct role in the CSC pool.
G0-like cells are primed to become JARID1Bhigh
The functional properties shared by G0-like and JARID1Bhigh cells prompted assessment of whether G0-like CSC function arises from transition to a JARID1Bhigh state. The capacity of G0-like versus bulk cells to upregulate JARID1B was tested by FACS purification and reculturing. G0-like cells reconstituted the original JARID1Bhigh fraction by day 4, whereas bulk cells failed to do so fully over 14 days (Fig. 4A and Supplementary Fig. S5A). However, despite their higher capacity to become JARID1Bhigh, purified G0-like cells proliferated comparably to bulk cells (Supplementary Fig. S5B). Thus, we tested whether G0-like cells must return to rapid proliferation before becoming JARID1Bhigh or can transition directly. Comparison of cultures grown from purified G0-like versus bulk cells labeled with CellTrace revealed 2-fold more cells retaining label among JARID1Bhigh cells arising from the G0-like subset (Fig. 4B). A proximate relationship between the G0-like and JARID1Bhigh states was further supported by efficient G0-like to JARID1Bhigh transition observed during sphere formation, where G0-like cells generated spheres containing more JARID1Bhigh cells than bulk spheres (Fig. 4C). Here JARID1B upregulation by G0-like cells was reflected by appearance of a second EGFP peak in a bimodal distribution, which was absent or less prominent in bulk-derived spheres (Fig. 4D). Together, these data support a developmental relationship in which G0-like cells are primed to become JARID1Bhigh.
G0-like cells exert CSC function by a JARID1B-dependent mechanism
The priming of G0-like cells to become JARID1Bhigh led to testing whether JARID1B directly contributes to the transition. When JARID1B was reduced using an shRNA of established specificity (Fig. 5A and Supplementary Fig. S5C; ref. 20), LNT14 cells in the G0-like gate after JARID1B knockdown retained low ROS and Akt (Supplementary Fig. S5D). However, their sphere-forming capacity decreased to that of bulk cells, whose function was unaltered by shRNA (Fig. 5B and Supplementary Fig. S5E) and tumorigenesis by G0-like cells diminished to the incidence and latency of bulk cells (Fig. 5C). These results could arise from reduced JARID1B preventing acquisition of oral CSC markers or from impairment of subsequent CSC function. The former was supported by accumulation of G0-like cells upon JARID1B silencing (Fig. 5D and Supplementary Fig. S5F). Under silencing conditions, the 5% EGFPhigh cells, which are expected to maintain high JARID1B transcription, were similar in frequency to control EGFPhigh (i.e., JARID1Bhigh) cells but lacked high JARID1B mRNA (Supplementary Fig. S5G). Such JARID1B-silenced EGFPhigh cells showed decreased sphere formation (Fig. 5E, left and Supplementary Fig. S5E) and lower Oct4 and Bmi1 (Fig. 5E, right), supporting the direct role of JARID1B in acquisition of CSC markers and function. This finding agreed with marker and functional shifts observed during JARID1B knockdown or overexpression. Specifically, knockdown decreased surface CD44, ALDH1A1 mRNA, and ALDH activity (Fig. 5F and Supplementary Fig. S5H), whereas overexpression increased CD44 and ALDH1A1 coordinately with sphere formation (Fig. 5G). In sum, these results indicate that JARID1B contributes to the function of G0-like cells by driving them toward the JARID1Bhigh molecular profile.
PI3K signals regulate the G0-like to JARID1Bhigh transition
Although JARID1B silencing blocked CSC marker acquisition, global pAkt levels were unaltered (Fig. 6A, left) and Akt hyperactivation in EGFPhigh cells was maintained (right). This result suggested that PI3K signals act proximal to JARID1B to drive the transition. To test this possibility, Akt was activated in LNT14_J1BpromEGFP cells carrying a myristoylated Akt variant fused to an estrogen receptor domain (myrAktER) that blocks activation in absence of 4-hydroxytamoxifen (4-OHT; Supplementary Fig. S6A; ref. 32). Addition of 4-OHT expanded JARID1Bhigh cells (Fig. 6B), supporting PI3K signaling driving entry into this state. Likewise, PI3K inhibition in vitro with LY294002 at about 25% growth-inhibitory dose with minimal cytotoxicity (Supplementary Fig. S6B) decreased both the JARID1Bhigh fraction (Fig. 6C, left and Supplementary Fig. S6C, left) and JARID1B protein (Fig. 6C, right). In contrast, the G0-like fraction markedly expanded upon treatment with LY294002 or the clinical pan-PI3K inhibitor GDC-0941 (Fig. 6D and Supplementary Fig. S6C, right) at doses producing modest growth inhibition (Supplementary Fig. S6B). G0-like cells isolated after GDC-0941 treatment retained sphere-forming capacity (Fig. 6E, left) and tumorigenicity (right), providing evidence of their PI3K inhibitor resistance. Xenografts established from LNT14_J1BpromEGFP cells were also treated in vivo with GDC-0941 at growth-inhibitory doses (Fig. 6F, left). Analysis of disaggregated residual tumors revealed no JARID1Bhigh cell enrichment and a trend toward their decreased percentage (Fig. 6F, middle). Concurrently, there was greater than 2-fold expansion of G0-like cells (right). Expanded G0-like subsets in treated tumors were verified by quantification of Hes1high/Aktlow/H3K9me2low cells in tumor sections (Fig. 6G). In sum, our findings support a model in which PI3K-dependent JARID1B upregulation drives the G0-like to JARID1Bhigh state transition (Fig. 7). Therapeutic PI3K inhibition is therefore predicted to expand the G0-like compartment while depleting JARID1Bhigh cells.
Discussion
A potential barrier to CSC-directed therapy arises from evidence that some cells lacking CSC markers retain stem cell-like functional capacity (20, 41, 42). Here we show that a G0-like subset lacking standard oral CSC markers is primed for stem cell–like function through transition into a state expressing such markers. The transition was mediated by PI3K-dependent upregulation of the histone demethylase JARID1B. Regulation of a heterogeneous CSC pool by this mechanism may provide a novel basis for its homeostasis during therapy.
By establishing the function of JARID1B in mediating the CSC potential of G0-like cells, our results expand understanding of its context-specific roles in malignant and normal stem cell homeostasis. JARID1B promotes either maintenance or differentiation of various normal stem cell populations (29, 43) at least partly through silencing lineage specification gene promoters (21, 44). In malignancy, increased JARID1B expression or amplification occur in multiple tumor types (23–25). Its oncogenic function is best characterized in breast cancer, where overexpression drives a luminal cell–specific expression program (23). In contrast, JARID1B is not overexpressed in melanomas but still underlies the function of a subset of JARID1Bhigh cells with a role in tumor maintenance and drug resistance (19, 20). Because JARID1B protein is widely detectable in OSCCs (26), CSC function associated with the rare JARID1Bhigh cells studied here may occur through dose-dependent effects on a subset of JARID1B-regulated genes. This gene regulation is also likely impacted by the known interactions of JARID1B with other transcriptional and epigenetic regulators that vary based on cellular context (25, 45–47).
Including G0-like cells in the CSC pool in our model (Fig. 7) emphasizes their potential for stem cell–like function. G0-like cells have been shown to arise from asymmetric division of rapidly cycling cells as a stochastic event (11, 13). This event was mediated by a novel integrin-regulated signaling cascade leading to proteasomal Akt1 degradation via E3 ubiquitin ligase TTC3 (13) and may allow them to serve as an intermediate for transition to the JARID1Bhigh state. Although PI3K activation was observed here to drive this transition, it is unclear what signals initiate it or whether additional pathways permit G0-like cells to return to rapid proliferation without a JARID1Bhigh intermediate. Detailing such mechanisms may offer approaches to addressing G0-like cells as a potential basis for innate therapy resistance.
The dichotomous PI3K activation in G0-like versus JARID1Bhigh cells offers insight into the role of the pathway in homeostasis of the oral CSC pool and its adaptation to PI3K inhibition. Putative CSCs in multiple tumor types exhibit PI3K hyperactivation and small-molecule inhibitor sensitivity (15–18). Our similar finding in JARID1Bhigh OSCC cells is particularly relevant given the frequent driving PI3K pathway alterations in OSCC (48), which include isolated PIK3CA mutations for some HPV-positive tumors (49). Our results suggest that G0-like cells may be a reservoir that replenishes the JARID1Bhigh CSC state upon depletion by PI3K inhibition. Such effects may explain why PI3K pathway inhibitors generally produce modest clinical responses, despite the predicted sensitivity of the CSC pool. In this context, G0-like cells may play a role in therapy resistance parallel to that of reserve stem cells recruited during injury responses in normal epithelia. For example, loss of proliferative Lgr5-positive intestinal stem cells through injury leads to their regeneration by quiescent Bmi1-positive cells that have limited roles in normal homeostasis (50). Similar plasticity among quiescent and proliferative adult stem cells is seen in multiple tissue types (7, 8) and likely is maintained and exploited by solid tumors.
Although absence of rapid proliferation in G0-like and JARID1Bhigh cells may confer drug resistance to both subsets, their divergent PI3K activation and cell-cycle states suggest a need for differing targeting strategies. One approach may be to block entry into the G0-like state in combination with PI3K inhibition. In addition to addressing mechanisms regulating the G0-like pool, further work is needed to test how molecular alterations in the PI3K pathway impact the size of G0-like versus JARID1Bhigh subsets and their dynamics in response to PI3K inhibition. Likewise, studies are needed to test how the oral CSC pool is regulated by individual downstream components of the PI3K pathway. Together, such work may facilitate combination therapies to deplete all cell phenotypes cooperatively sustaining the oral CSC pool.
Disclosure of Potential Conflicts of Interest
G.S Weinstein has provided expert testimony for Olympus Inc. S. Ramaswamy is a consultant/advisory board member of Tesaro. No potential conflicts of interest were disclosed by the other authors.
Authors' Contributions
Conception and design: N.D. Facompre, S. Kabraji, M. Herlyn, A.K. Rustgi, D. Basu
Development of methodology: N.D. Facompre, S. Kabraji, V. Sahu, A. Roesch, D. Basu
Acquisition of data (provided animals, acquired and managed patients, provided facilities, etc.): N.D. Facompre, K.M. Harmeyer, S. Kabraji, Z. Belden, V. Sahu, K. Whelan, D. Basu
Analysis and interpretation of data (e.g., statistical analysis, biostatistics, computational analysis): N.D. Facompre, X. Sole, S. Kabraji, A. Roesch, P.A. Gimotty, H. Nakagawa, S. Ramaswamy, D. Basu
Writing, review, and/or revision of the manuscript: N.D. Facompre, K.M. Harmeyer, X. Sole, S. Kabraji, V. Sahu, G.S. Weinstein, A. Roesch, P.A. Gimotty, A.K. Rustgi, H. Nakagawa, S. Ramaswamy, D. Basu
Administrative, technical, or material support (i.e., reporting or organizing data, constructing databases): G.S. Weinstein, A. Roesch, S. Ramaswamy
Study supervision: S. Ramaswamy, D. Basu
Acknowledgments
We thank Christopher Lengner, PhD, for review of this article and the Wistar Flow Cytometry Facility for technical support.
Grant Support
This work is supported by NIH K08-DE022842 (D. Basu), R21-DE024396(D. Basu, H. Nakagawa, P. Gimotty, M. Herlyn), R01-CA185086 (S. Ramaswamy), P01-CA098101 (D. Basu, P. Gimotty, H. Nakagawa, A.K. Rustgi), K26-RR032714 (H. Nakagawa), K01-DK103953 and F32-CA174176 (K. Whelan), F32-DE024685 (N. Facompre), P30-DK050306 (Core Facilities), Instituto de Salud Carlos III BA12/00021 (X. Sole), Trio/ACS, VA CPPF awards (D. Basu), and the Abramson Cancer Center core facilities.
The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.