Abstract
Cancer cells can undergo plasticity in response to environmental stimuli or under selective therapeutic pressures that result in changes in phenotype. This complex phenomenon of phenotypic plasticity is now recognized as a hallmark of cancer. Lineage plasticity is associated with loss of dependence on the original oncogenic driver and is facilitated, in part, by underlying genomic and epigenetic alterations. Understanding the molecular drivers of cancer plasticity is critical for the development of novel therapeutic strategies. The retinoblastoma gene RB1 (encoding RB) is the first tumor suppressor gene to be discovered and has a well-described role in cell-cycle regulation. RB is also involved in diverse cellular functions beyond cell cycle including differentiation. Here, we describe the emerging role of RB loss in unlocking cancer phenotypic plasticity and driving therapy resistance across cancer types. We highlight parallels in cancer with the non-canonical role of RB that is critical for normal development and lineage specification, and the downstream consequences of RB loss including epigenetic reprogramming and chromatin reorganization that can lead to changes in lineage program. Finally, we discuss potential therapeutic approaches geared towards RB-loss cancers undergoing lineage reprogramming.
Introduction
Phenotypic plasticity can be defined as the ability of individual genotypes to produce different phenotypes when exposed to different environmental conditions (1). Often associated with developmental processes during embryonic differentiation, phenotypic plasticity is also a hallmark of cancer that can drive tumor initiation, metastasis, and therapy resistance (2, 3). Fluctuations in normal physiological conditions impact cellular plasticity, and disrupted differentiation has been described as a mechanism for carcinogenesis in several cancers. Cells may undergo blocked differentiation, or de-differentiation back to progenitor cells before achieving a terminal differentiated state, or in some cases trans-differentiation can occur manifest as metaplasia or conversion to another lineage phenotype (2). Mechanisms of epithelial to mesenchymal lineage transitions have been implicated in carcinogenesis and cancer metastasis. In the context of therapeutic resistance, cancer plasticity may lead to loss of dependency on the original oncogenic driver posing a challenge for disease management (4). Changes in lineage program may manifest clinically as transformation from one histology to an another, as in the case of a subset of lung and prostate adenocarcinomas that transform to small cell carcinoma as a mechanism of resistance to epidermal growth factor receptor (EGFR) or androgen receptor (AR)-targeted therapies, respectively (3, 4).
Phenotypic plasticity in cancer involves diverse and complex mechanisms that often differ across tumor types, thereby posing challenges for developing therapies to target cancer plasticity. Broadly, cancer lineage plasticity is orchestrated by reactivation of lineage-related master transcription factors accompanied by epigenetic reprogramming (3, 5). Recent data points to underlying genomic factors that facilitate cancer plasticity, including loss of the retinoblastoma gene RB1 (encoding the protein RB), which occurs across a broad spectrum of cancers (6). While the function of RB as a tumor suppressor and cell cycle regulator is well described (7), its role as a mediator of cancer plasticity and therapy resistance has only recently emerged. Here we review the central role of the RB-E2F signaling axis and the clinical significance and biological consequences of RB loss in cancer, with a special focus on how RB deficiency impacts cancer plasticity (Figure 1).
Figure 1: Flattening of Waddington’s landscape upon RB1 loss.
An adaptation of Waddington’s landscape of differentiation (from Waddington 1957 (175)). Modeling the transition from a progenitor cell (blue) to a differentiated state (orange, green, purple), like a ball rolling down a contoured landscape. Left. Cross-section of the schematic showing ‘peaks’ supported by roman columns facilitating normal differentiation. One of columns represents Chromosome 13 harboring the RB1 locus highlighted in red. Right. In the case of RB1 loss, the roman column is damaged leading to flattening of the landscape and free movement of the balls from one state to another depicting cancer plasticity.
RB-E2F in cell cycle progression
RB plays a central role in cell cycle as a checkpoint guardian that prevents progression from the G1 to S phase of the cell division cycle (7, 8). RB regulates cell cycle through its binding to the E2F family of transcription factors (9). Specifically, RB binds to the transactivation domain of E2F and represses gene transcription of factors required for G1 to S transition including cyclin E and CDK2 (10, 11). Hyper-phosphorylation of RB primarily mediated by CDK4/6 leads to its detachment from E2F, allowing E2F-target genes to be activated which are critical for S, G2, and M phases of the cell cycle (12, 13). Cell cycle checkpoints are strictly regulated by cyclin-CDK complexes (14). Cyclins bind to and activate CDKs; CDKs have specific targets depending on the cyclin they are bound to at a given state (15). Some of the key substrates of cyclin-CDKs involved in cell cycle regulation are RB, p53, and p107 (15).
Genomic aberrations or functional loss of RB (e.g., through constitutive hyper-phosphorylation, promoter hyper-methylation, or other means) leads to dysregulation of this checkpoint and cell cycle progression. Hyper-phosphorylation of RB inactivates of RB protein during G1 to S phase during cell-cycle. p16 encoded by CDKN2A is an endogenous inhibitor of CDK4/6 preventing RB hyper-phosphorylation. Genomic loss of CDKN2A or promoter methylation facilitates unrestrained CDK4/6 activity and may lead to hyper-phosphorylation-mediated functional loss of RB. RB phosphorylation results in the release of the E2F transcription factor and induction of DNA replication genes such as cyclin E, which facilitates transition to S phase and drives cancer progression (16).
Given the critical regulatory role of RB on E2F activity, loss of RB results in increased activity of cyclins and CDKs and leads to unchecked proliferation (17-19). Defects in the RB pathway leads to overexpression of MAD2, a mitotic checkpoint protein that is a direct target of E2F (20). RB-loss mediated MAD2 overexpression leads to mitotic dysregulation seen in retinoblastoma, bladder, and neuroblastoma (20). Loss of RB facilitates the upregulation of CDK1 and CDK2 kinases that drive cell cycle progression and cell division (21). A fraction of RB-E2F complexes reside on the promoters of apoptotic genes (22). Inactivation of RB may lead to abnormal expression of apoptotic genes potentially resulting in tumorigenesis (22). In murine intestinal models, Rb deficiency can lead to an accumulation of E2f3 protein and chromatin binding, resulting in activation of a G1-S transcriptional network and enhanced cell proliferation (23). Increased E2F activity is implicated in several cancers including skin, head and neck, breast, and others (24, 25). In lung cancer, E2F1 and PTEN physically interact and PTEN regulates the transcriptional function of E2F1 (26).
Broader effects of RB-E2F in cancer progression
The cistrome of E2F is not only limited to cell-cycle genes but can also have a broader effect on genes associated with diverse cellular functions. Both activation-associated (E2F1 and E2F2) and repression-associated (E2F7 and E2F8) E2F members have transcriptional targets beyond cell cycle, possibly contributing to oncogenic activity and malignant progression (19). In some cases, the E2F family members have redundant targets; a E2F1, E2F4, and E2F6 ChIP-ChIP analysis revealed interchangeable roles of E2F family members (27). E2F7 and E2F8, which are atypical repressor genes, can promote initiation of hepatocellular carcinoma when deleted (28). In an anti-estrogen-resistant breast cancer model, an estrogen-independent role for ER and the CDK4/RB/E2F transcriptional machinery was identified as critical for tumor progression (29). In prostate cancer models, E2F1 can directly regulate androgen receptor (AR) expression by binding to the promoter of the AR gene with pocket protein family members p107 and p130, suggesting that elevated E2F activity can promote progression of castration resistant prostate cancer (CRPC) (30). E2F has also been reported to physically interact with the AR to control expression of androgen-responsive genes (31). A recent study in prostate cancer highlights the expansion of E2F cistrome upon RB loss (32). The authors in this study found that changes in E2F cistrome were distinct upon RB hyper-phosphorylation as compared to shRNA-mediated knockdown of RB, suggesting molecular differences based on the mechanism by which RB is rendered non-functional (32). HES6 which has been implicated in promoting CRPC progression preferentially regulates a transcriptional network enriched for E2F binding sites (33). EZH2, a histone demethylase, acts as a transcriptional activator in CRPC, which maybe in part mediated by direct interaction with E2F (34).
Loss of RB is common across cancer types
The RB1 gene is the first described tumor suppressor gene originally identified in retinoblastoma, and later identified as dysfunctional across multiple cancer types (35-37). Loss of RB function in cancer predominantly occurs via heterozygous or homozygous genomic deletion of the RB1 gene on chromosome 13, followed by promoter methylation, mutation, and constitutive hyper-phosphorylation of the RB protein (38). RB loss is seen across a diverse spectrum of cancers (Supplementary Table 1). In addition to retinoblastoma (>97%), RB1 is lost in 91-100% of small cell lung cancer (SCLC) (38), 60% of primary osteosarcomas, 17% of primary bladder urothelial carcinoma (39, 40), and 10% of primary prostate cancers (38). RB1 loss can also be acquired in later stages and is higher in the metastatic, treatment-resistant setting. Whole exome and transcriptome sequencing of 500 metastatic solid tumors revealed that RB1 was the fourth-most frequently deleted tumor suppressor gene across cancer types following TP53, CDKN2A and PTEN (41).
Acquired loss of RB has been linked to therapy resistance in breast and prostate cancers. In preclinical studies, loss of RB has been associated with reduced sensitivity to anti-estrogen therapy in breast cancer (42). Dysregulation of RB and its downstream E2F target genes has also been associated with shorter overall survival in patients with breast cancer treated with tamoxifen (42). Regardless of treatment modality, genomic characterization of patients with hormone receptor-positive, HER2-negative metastatic breast cancer revealed that RB1 genomic alterations are associated with increased risk of death (43).
Similarly, disruption of RB1 gene is enriched in metastatic CRPC compared with primary prostate cancer, with deletion of RB1 observed in up to a third of cases (44-46). Comprehensive genomic analysis of 429 patients with metastatic CRPC found that RB1 alteration was the only independent predictive factor for overall survival although other alterations (e.g., TP53, AR) were associated with shorter time on treatment with AR-pathway inhibitors (47). Prostate specific antigen (PSA) is an androgen-driven serum biomarker used for the detection of prostate cancer as well as disease monitoring. Clinical and genomic features of 15 metastatic CRPC patients within a low PSA subgroup were investigated in comparison with PSA-elevated cases (48); loss of RB1 and/or TP53 were more prevalent in low PSA populations (80% vs 41%). This subgroup was more likely to have visceral metastasis (69% vs 36%) and shorter overall survival (48). Hamid et al. investigated the prognostic significance of loss of tumor suppressor genes (TP53, PTEN, RB1) in localized, metastatic hormone-sensitive, and metastatic CRPC (45). Loss of RB1 concurrent with TP53 or PTEN were more often observed in patients with metastatic disease than those with localized prostate cancer. Of note, cumulative gene alterations were associated with poorer progression-free and overall survival in both early and advanced diseases (45). Taken together, RB1 loss is characterized as clinically aggressive variant in prostate cancer and is a poor prognostic factor regardless of disease stage.
SCLC is characterized by RB1 deficiency (> 90%) while non-small cell lung cancer (NSCLC) harbors RB1 alterations in less 10% of cases (49, 50). A recent study investigated 208 SCLC tumors using targeted next-generation sequencing and immunohistochemistry (IHC) (50). Only 14 patients (6%) had wild-type RB and most cases showed cyclin D1 high and mixed histological component with NSCLC. Interestingly, Rb-deficient SCLC was associated with better survival than those with Rb-proficient SCLC in patients with extensive disease stage (P = 0.04), although this patient population also had higher tumor expression of neuroendocrine markers and proliferative (Ki67) index (50).
In urothelial cancer, RB1 alterations have been reported in up to 17% of primary bladder cancers. While RB1 deletions are found in only 4% of cases, RB1 mutations are more frequent (~13%) which lead to deregulation of RB pathway and are mutually exclusive with CDKN2A alterations (39, 40). While RB1 alterations are uncommon in esophageal cancer and colorectal cancer (<4%), alterations in the RB pathway such as promoter hypermethylation of CDKN2A, an endogenous inhibitor of CDK4, is observed in more than 50% of these tumors (38). Similarly, in hepatocellular carcinoma, RB1 alterations are infrequent (<10%); however, deletion or promoter methylation of CDKN2A is found in up to 70%, suggesting RB pathway deregulation (51). Genomic loss of CDKN2A is also frequent in other cancers such as glioma (up to 85%), head and neck (up to 66%), and bladder cancer (up to 45%) (38). CCND1 (cyclin D1), a component in the RB-axis involved in cell cycle progression is amplified in endometrial (26%), pancreatic (25%), and breast cancers (up to 30%) (38). Cyclin D1 is overexpressed in 90% of mantle cell lymphomas which is associated with a pathogenic chromosomal translocation (52). CDK4 is overexpressed in up to 54% of endometrial cancer and mutated in approximately 16% of breast cancers (38).
Loss of RB function can be determined clinically using DNA-sequencing or immunohistochemistry (IHC). A recent study of 29 metastatic small cell neuroendocrine prostate cancers found RB protein loss in 90%, of which 85% had bi-allelic genomic deletion of RB1 (53), suggesting that detection of RB loss by a validated IHC assay may be useful diagnostic tool to complement genomic platforms (53). While the combination of DNA-sequencing and IHC assays can detect homozygous/heterozygous loss and also reduced protein expression due to promoter hypermethylation or other mechanisms, functional loss of RB due to constitutive hyperphosphorylation is not reliably detected by these assays. A recent study highlighted the potential clinical significance of RB phosphorylation status as a marker of treatment response after 2 weeks of treatment with the CDK4/6 inhibitor palbociclib in pre-surgery trial of early-stage breast cancer (NCT02008734) (54). Palbociclib significantly reduced RB phosphorylation as compared to baseline which correlated with expression of the proliferation marker Ki67, and the authors concluded that RB phosphorylation status could potentially identify patients with primary resistance to CDK 4/6 inhibitor therapy.
Transcriptomic signatures for predicting RB functional loss may provide additional insights to capture additional mechanisms of RB loss and downstream consequences (55). Combining microarray datasets with 900 breast cancer samples, a study developed an RB-loss gene signature with 159 genes primarily consisting of E2F-regulated genes involved in mitosis, cytokinesis, and DNA replication (56). More recently, an independent study using Cancer Cell Line Encyclopedia developed an RB-loss transcriptional signature that had relatively better accuracy at predicting RB1 loss (55). This gene signature consisting of 186 genes was not restricted to cell cycle genes but also encompassed DNA damage response, p53 signaling pathways, pluripotency, and adipocyte differentiation which aligns with the other non-canonical functions of RB in cancer progression (discussed later) (55). A versatile gene signature reflecting diverse non-canonical functions of RB may be able to capture both genomic and nongenomic mechanisms of RB loss (Figure 2) (57), yet RB loss gene signatures are not yet used clinically.
Figure 2: Mechanisms of RB loss and diverse biological consequences.
Left. RB loss can occur via diverse mechanisms including homozygous loss, heterozygous loss, frameshift/point mutations, constitutive hyper-phosphorylation, and promoter DNA methylation. Right. Loss of RB has two major biological consequences including cell cycle deregulation and lineage plasticity. Cell cycle deregulation is mainly attributable to deregulated E2F activity, while phenotypic plasticity may be contributed by effects on epigenetic reprogramming, chromatin restructuring, transcription, metabolism, DNA repair, and DNA replication.
Role of RB in differentiation and cancer plasticity
Non-canonical mechanisms of RB function include its role in genome stability, silencing of genomic repeats, DNA repair, metabolism, inflammation, autophagy, differentiation, among others (58) (Figure 2). These diverse functions may be mediated in part through its effects on chromatin architecture. These non-canonical functions of RB along with its central role in cell division have been suggested to play a key role in cell fate determination and cancer phenotypic plasticity.
Phenotypic plasticity is associated with cancer initiation, progression, and drug resistance. Perturbations in normal physiological conditions such as injury, inflammation, changes in microenvironment, drug treatment, oxidative stress, and senescence influence cellular plasticity (59). Changes in lineage state due to these conditions may sometimes result (3, 59). For instance, chemical injury can cause committed hepatocytes to dedifferentiate into bipotential progenitor cells dependent on Notch signaling, which is associated with cancer lineage plasticity driving the initiation of intrahepatic cholangiocarcinoma (60, 61). Plasticity-induced tumor initiation is also reported in breast cancer, melanoma, colon cancer, and sarcoma (62).
Cancer plasticity is also associated with metastatic disease progression and therapy-resistance. An early example of phenotypic plasticity contributing to disease progression is in melanoma (63). By amplifying a melanocyte lineage regulator, MITF, melanoma cells acquire plasticity along with invasive and metastatic properties (63). Distinct melanoma cellular states related to MITF and NF-κB activity also influence resistance to MAPK pathway inhibitors such as trametinib and dabrafenib (64, 65). Treatment resistance conferred by cancer phenotypic plasticity has also been reported in prostate cancer, lung cancer, breast cancer, pancreatic cancer, colon cancer, glioblastoma, bladder cancer, and basal cell carcinoma (4, 66-71). In many of these cases, cancer plasticity has been linked to epigenetic dysregulation or changes in chromatin permissiveness, ultimately affecting their transcriptome and resultant phenotype. While there is no robust causal evidence linking any specific genomic aberration(s) with cancer plasticity, RB loss of function appears to be a facilitator of lineage reprogramming in prostate and lung cancers.
Loss of RB1 in the emergence of neuroendocrine prostate cancer.
Androgens are critical for growth and differentiation of the normal prostate and maintenance of homeostasis, and prostate adenocarcinoma is driven by the AR (72, 73). Resistance to AR-directed therapies is mostly due to reactivated AR-signaling (74, 75). In up to 15-20% of CRPC, tumor progression is associated with loss of AR signaling and acquisition of alternative neuronal/neuroendocrine lineage programs. Clinically, this can manifest as histological transformation to a small-cell neuroendocrine prostate carcinoma (NEPC). NEPC is clonally derived from prostate adenocarcinoma and has a similar genomic profile (46), yet are enriched for alterations involving RB1. Deletion or mutation of RB1 is seen in approximately 20% of castration resistant adenocarcinoma and up to 70% of NEPC, and are often concurrent with TP53 in NEPC (46). In a genetically engineered Pten-deleted prostate cancer mouse model, deletion of Rb1 facilitates lineage plasticity and the development of NEPC (76). Gene-expression profiling revealed loss of AR expression along with upregulation of Ezh2; Ezh2 inhibition led to a reversal in phenotype with re-expression of AR and re-sensitization to the AR-antagonist enzalutamide. Sox2, an important driver of pluripotency is also upregulated following Rb1 loss (76). A more recent study added a Chga-reporter to this mouse model and defined the role of FoxA2 in prostate cancer lineage plasticity (77). Another study reported human prostate cancer models with knockdown of both RB1 and TP53 leads to upregulation of SOX2 and the emergence of NEPC and anti-androgen drug resistance (78). Although RB1 loss is an important medicator of phenotypic plasticity in prostate cancer, NEPC features have also been observed in a Pten/Tp53 loss-of-function model, with NEPC cells arising from a luminal cell precursor as delineated through lineage tracing (79). Mechanistically, this leads to an induction of Sox11 promoting neural differentiation, rather than Sox2 as witnessed in the context of RB1 loss. Of note, there was a significant reduction in Rb expression seen in Pten/Tp53 loss mice and further downregulation as the cells underwent overt NEPC differentiation (79). In a patient-derived xenograft (PDX) model that develops trans-differentiation from a high-grade primary prostate adenocarcinoma to NEPC after castration, single-copy loss of RB1 was seen in the primary AR-active adenocarcinoma, and RB function was further abrogated as the tumors transformed to an AR-negative NEPC as measured by RB-loss gene signature (80).
Functional loss of RB mediated via promoter hyper-methylation or constitutive hyper-phosphorylation can also occur in NEPC (81). Hyper-phosphorylation-mediated functional loss of RB was described in a cell-line-derived xenograft model that transdifferentiated to NEPC upon developing resistance to enzalutamide (82, 83). In this specific study, the authors highlighted dramatic changes in chromatin accessibility and EZH2 co-occupation of the AR cistrome that transcriptionally modulated stem cell and neuronal gene networks (82, 83). A recent study performed ATAC-seq on 40 prostate cancer models and highlighted the ability of chromatin profiles to classify subtypes of treatment-resistant disease (84). As expected, the authors saw an enrichment for RB1 deep deletion in NEPC models as compared to other subtypes (84). Interestingly, two of these models had an intact RB1 but a deletion of CDKN2A which correlated with hyper-phosphorylation of RB and functional loss (85).
Using models with loss of RB function, other master transcriptional regulators have been described that drive lineage plasticity. A neural transcription factor BRN2 is overexpressed in NEPC and has been experimentally validated as a driver of NEPC in a cell-line derived prostate cancer model that developed resistance to enzalutamide treatment (83). As mentioned above, these cells also display a hyperphosphorylation-mediated RB functional loss (82, 83). Using NEPC patient derived xenografts with homozygous loss of RB1, another study demonstrated a potential mechanism for SRRM4 and REST as transcriptional regulators in the emergence of NEPC (86, 87). Overall, these studies support loss of RB (functional or genomic) as an important facilitator of prostate cancer lineage plasticity and therapy resistance. These studies also point to epigenetic reprogramming and changes to chromatin permissiveness, which may be in part due to the role of RB in normal development (reviewed later).
RB loss in lung adenocarcinoma and small cell lung cancer.
Mechanisms of resistance to EGFR-targeted therapies in lung adenocarcinoma are similar to other targeted therapies, with activating mutations involving EGFR, bypass mechanisms, and loss of target dependence (4). Like prostate cancers that lose AR-dependence, loss of EGFR-signaling dependence has been associated with histologic transformation to SCLC (seen in 5-14% of cases) (88-90). This lineage plasticity is associated with retention of early genomic aberrations (including EGFR mutation), loss of EGFR expression, and acquisition of a transcriptional program that resembles primary SCLC. Patients that develop small cell transformation are managed like de novo primary SCLC (91). A study evaluating RB1 status of 11 treatment -emergent transformed SCLC found that RB1 was lost in 100% of cases and was concurrent with TP53 mutation or heterozygous loss in all cases (88). Notably, RB1 loss and TP53 mutation are observed almost universally in de novo SCLC (91-100%) (92), and loss of Rb1 and Trp53 is sufficient for SCLC development in mouse models (93). A recent study found that in patients with EGFR-mutated lung adenocarcinoma, the presence of TP53 and RB1 alterations (43 of 863, 5%) was associated with greater risk for SCLC transformation (7 of 39, 18%) suggesting that may be early precursors of SCLC or facilitators of lineage plasticity (89). Furthermore, the triple-mutant cases (EGFR, RB1, TP53) had a higher incidence of whole genome doubling and inferior clinical outcomes (89). An independent study evaluated whole genome sequencing of serial biopsy time-points of four patients with EGFR-mutant lung adenocarcinoma that transformed to SCLC, which also supported loss of RB1 and TP53 as potential early harbingers of SCLC transformation (90). IHC analysis of a larger cohort of 75 patients treated with EGFR inhibitor therapy found that lung adenocarcinoma harboring inactivated RB and p53 had a 43x greater risk of small-cell transformation (90). However, since not all patients harboring these alterations underwent SCLC transformation, other regulators may be required to achieve lineage plasticity. In EGFR and TP53 mutant cell lines, knockdown of RB1 was insufficient to induce transformation to SCLC or drug resistance (88). Of note, an independent study using a Kras-driven murine lung adenocarcinoma model with Trp53 deletion demonstrated that Rb1 loss leads to increased expression of Nkx2-1 and FoxA2 facilitating lineage infidelity and cancer metastasis; however, these tumors did not express neuroendocrine markers (94). Histological transformation to SCLC has also been reported in ALK-rearranged adenocarcinoma during acquired resistance to the ALK inhibitor alectinib (95), which has also been linked to loss of RB (96).
RB1 alterations in breast cancer progression.
CDK4/6 inhibitors are routinely used for the treatment of hormone receptor-positive (HR+) breast cancer and polyclonal RB1 mutations have been associated with acquired resistance (97). However, in the PALOMA-3 study (521 patients), RB1 mutations were only found in a minority (4.7%) of patients treated with the CDK4/6 inhibitor palbociclib plus fulvestrant, suggesting that RB1 genomic alterations are not the primary mechanism of resistance to CDK4/6 inhibition (98). RB1 loss may also mediate breast cancer initiation. Conditional deletion of p53 and Rb in murine mammary epithelium accelerated development of mammary neoplasms (88%) however, deletion of Rb alone was not sufficient to induce neoplasms (99). Of note, Rb inactivation led to secondary genetic alterations and increased genomic instability associated with p53 mutations (99). Functional loss of RB is observed in up to 30% of triple-negative breast cancer (TNBC) and concurrent TP53 alterations are found in up to 40% of basal-like breast cancer (100). Rb/p53-deleted cells in murine primary mammary epithelial cells including luminal progenitors induced basal-like tumors via epithelial-to-mesenchymal transition that shared similar features of TNBC (100). Basal-like breast carcinomas also resemble morphological features of RB-/p16+ HPV-related squamous cell carcinoma (101).
Role of RB in development and lessons for cancer plasticity
Disruption of the Rb gene in mouse embryos is lethal, and embryos die within 16 days of gestation with notable defects in erythroid and neuronal development (102, 103). While cells with Rb loss can initiate differentiation as they express early tissue-specific markers, late differentiation markers such as TrkA and TrkB (neuronal markers) are reduced suggesting a lack of complete differentiation (104).
Loss of RB impacts tissue-specification during the development of various tissue types (Figure 3). Deletion of Rb in murine retinal progenitor cells leads to increased cell death of specific progenitor populations and ectopic proliferation mediated by E2f (105). Deletion of E2f1 or inhibition of Cdk2 activity is sufficient to prevent tumor initiation and retinoblastoma development in Rb-deficient retina progenitors (106, 107). Deletion of Rb1 in lung epithelium results in increased number of neuroendocrine cells within the airway resulting in hypercellular neuroendocrine lesions suggesting that Rb loss preferentially induces neuroendocrine cell fate during lung development (108). Disruption of the Rb pathway in mouse intestinal cells (small intestine and colon) leads hyperplasia and dysplasia of the intestinal epithelium, which may be due to dysregulation of terminal differentiation of these cells (109). RB also plays a critical role for the differentiation of the epidermis, as Rb loss results in hyperplasia and hyperkeratosis of the epidermis of mice and is accompanied by aberrant expression of differentiation markers (110). Rb is essential for the maintenance of the postmitotic state of terminally differentiated keratinocytes (110). In osteogenesis, loss of RB blocks late osteoblast differentiation (111). RB binds to and transactivates an osteoblast transcription factor RUNX2, and the complex is recruited to osteoblast-specific promoters (111). In adipogenesis, RB plays a dual role (112). RB blocks reentry into the cell cycle of preadipocytes, but subsequently gets hyper-phosphorylated (inactive) facilitating cell cycle exit required for terminal differentiation of adipocytes (112). Further studies support this dual role of RB in adipocyte differentiation; one study shows RB recruits histone deacetylase (HDAC3) to silence PPARγ target genes blocking adipocyte differentiation (113), and another study demonstrated positive regulation of terminal adipocyte differentiation via physical interaction of RB with CEBPs (114). Given that osteoblasts and adipocytes arise from mesenchymal tissue, a study investigated the role of RB in determination of these two fates (115). Rb loss in murine mesenchymal progenitor cells favored adipogenesis over osteogenesis and ultimately led to reduced levels of calcified bone and high levels of brown fat (115). These studies suggest that RB plays a critical role in development and more specifically, the contextual loss of RB greatly influences cell fate determination and differentiation.
Figure 3: RB loss in normal development.
Rb1 loss is embryonically lethal in mice, and mouse embryos die within 16 days of gestation with neural developmental defects. Tissue specific loss of Rb has been studied in different tissue types (highlighted in blue in mouse embryo). Downstream effects of Rb loss in specific tissues including epidermis, retina, intestine, adipose, and bone are depicted and described on the right.
Role of RB in stemness.
While understanding the role of RB during development and the downstream impact of its loss of function has provided great insights into tumor initiation, it is equally important to understand the biological consequences of RB loss in adult differentiated tissue because RB alterations commonly occur in late-stage cancers correlating with treatment resistance. In mouse embryonic fibroblasts (MEFs), loss of Rb or components of RB pathway leads to increased expression of stem cell markers such as Oct-4, Nanog, Sox2, and Klf4, and subsequently leads to formation of tumors and further differentiated cells in mice (116). Induction of stemness upon Rb loss in MEFs is consistent with previously published studies that reported loss of G1 control and immortalization (117, 118). A recent study reported direct binding of Rb to Sox2 and Oct4 loci suppressing their expression and inhibiting the reprogramming of MEFs to induced pluripotent stem cells which was independent of Rb cell-cycle regulatory functions (119). In human fibroblasts, activation of caspase 3 and 8 leads to regulation of RB and subsequently activation of Oct-4 which is critical for the derivation of induced pluripotent stem cells (120). In murine postmitotic myocytes, transient suppression of Rb and Arf results in progenitor cells (myoblasts) that retain the capability to differentiate and form myofibers upon transplantation in vivo (121).
Role of RB in epigenetic reprogramming and chromatin re-organization.
RB interacts with and recruits epigenetic modifiers to regulate transcription under various contexts (Figure 4). RB can recruit histone deacetylases (HDACs) to repress E2F targets (122, 123). DNA methyltransferases get can also be recruited to the RB-HDAC-E2F complex to repress target genes (124). RB can occupy repetitive sequences and recruit EZH2 to deposit repressive histone marks to silence these regions (125). When RB is lost, repeat sequences may be de-repressed, which has been associated with lymphoma susceptibility in vivo (125). Repeat elements such as satellite sequences are found in heterochromatin regions at centromeres. In retinal pigment epithelial cells, RB1 loss led to defects in centromeric condensation and centromere dysfunction during mitosis and aneuploidy (126). Several independent studies have reported the role of RB in the formation of constitutive heterochromatin regions in the pericentric as well as telomeric chromatin (127-130).
Figure 4: Role of RB in transcription, epigenetic regulation, and chromatin organization.
A schematic of the chromatin organization representing the diverse roles of RB (1) RB binds to E2F and recruits histone deacetylases (HDAC) and DNA methyltransferases (DNMT) to repress transcriptional activity of E2F. (2) During cellular senescence, RB recruits HP1 and SUV39H1 to form facultative heterochromatin marks (H3K9me3) to repress gene expression. (3) RB recruits EZH2 to deposit H3K27me3 at repetitive sequences at telomeric and pericentric regions facilitating chromatin condensation. (4) RB binds cohesion mediating chromatin condensation and also binds to CTCF at topologically associated domain (TAD) boundaries (insulators).
While constitutive heterochromatin is critical for faithful chromatin segregation, facultative heterochromatin wherein repressive marks are deposited to silence set of genes upon specific developmental cues, is critical for cell-fate determination (131, 132). Interestingly, RB has been reported to mediate facultative heterochromatin formation upon cellular senescence (133) and can recruit heterochromatin protein 1 (HP1) to specific promoters to silence target genes (134). Moreover, emerging evidence suggest that RB can interact with chromatin insulators such as CTCFs and cohesin complexes, suggesting that they may play a role a broader role in nuclear organization and gene expression (135, 136). The non-canonical role of RB in chromatin re-organization and epigenetic dysregulation may relate to its canonical role in cell cycle progression as chromatin undergoes elaborate disassembly during cell division and requires accurate reassembly for faithfully recapitulating lineage.
Therapeutic implications of RB loss
Targeting cell cycle regulators.
Based on the central role of cell cycle dysregulation in cancer, there has been significant drug development focused on targeting regulators of cell cycle (Figure 5). Three CDK4/6 inhibitors (palbociclib, ribociclib, abemaciclib) are FDA-approved in breast cancer in combination with hormonal therapy. CDK4/6 inhibitors are in clinical trials for several other cancer types including prostate cancer, pancreatic cancer, lung cancer, lymphoma, glioma, and squamous cell carcinoma (reviewed in detail elsewhere (137)). D-type cyclins (cyclins D1, D2, and D3) bind to CDK4 and CDK6 to specifically regulate the transition from the G1 to S phase by phosphorylating RB (138). Given the mechanism of action of CDK4/6 inhibitors, tumors with RB deficiency are not expected to respond. As a result, several clinical trials using CDK4/6 inhibitors (e.g., NCT01536743, NCT01976169, NCT02334527) have used biomarkers to exclude patients with RB pathway disruption (e.g., IHC for RB and p16). There are several ongoing studies that also use RB1 as a biomarker for patient selection (Table 1).
Figure 5: Strategies to target cancers with RB-loss.
Left. Schematic of therapeutic targets in RB-loss mediated cell cycle deregulation and checkpoint proteins. Right. Illustration of three strategies to target lineage plasticity upon RB-loss.
Table 1. RB1 as a biomarker in ongoing clinical trials.
EGFR; epidermal growth factor receptor, DS-3201; EZH1/2 dual inhibitor, CPX-351; cytarabine and daunorubicin, VCN-01; oncolytic adenovirus, IHC; immunohistochemistry, ctDNA; circulating tumor DNA
| Tumor type/ Disease status |
Treatment | Biomarker | Detection of gene alteration |
Phase |
Clinical trials.gov identifier |
|---|---|---|---|---|---|
| Prostate cancer/ small cell neuroendocrine prostate cancer | Apalutamide plus Cetrelimab | Deletion or mutation of RB1 | DNA sequencing | 2 | NCT04926181 |
| Prostate cancer/ aggressive variant prostate cancer (AVPC) | Cabazitaxel, Carboplatin and Cetrelimab followed by Cetrelimab | Loss of function of PTEN/TP53/RB1 (at least 2) | IHC and/or DNA sequencing | 2 | NCT04592237 |
| Prostate cancer/ AVPC | Olaparib maintenance following Cabazitaxel-Carboplatin | Loss of function of PTEN/TP53/RB1 (at least 2) | IHC and/or DNA sequencing | 2 | NCT03263650 |
| Prostate cancer/ AVPC | DS-3201 and Ipilimumab | Loss of function of PTEN/TP53/RB1 (at least 2) | IHC and/or DNA sequencing in solid tumor sample and/or ctDNA) | 1 | NCT04388852 |
| Myeloid cancer/ high-grade and with measurable residual disease | CPX-351 | Deletion or mutation of RB1 | DNA sequencing | 2 | NCT04526288 |
| Non-small cell lung cancer/EGFR mutant | Osimertinib, Platinum and Etoposide | Concurrent RB1 and TP53 alterations | IHC or DNA sequencing of pre-treatment tumor biopsy or ctDNA | 1 | NCT03567642 |
| Head and neck squamous cell carcinoma | Alisertib and Pembrolizumab | Rb-deficient | IHC | 1 | NCT04555837 |
| Retinoblastoma/ recurrent | VCN-01 | Deletion or mutation of RB1 | DNA sequencing | 1 | NCT03284268 |
There are approaches to target mitotic regulators and other cyclin-CDKs in the context of RB deficiency. In preclinical studies focused on osteosarcoma, breast, and colon cancer, cells can be sensitized to cyclinA/CDK2 or cyclinE/CDK2 inhibition after disrupting RB-E2F interaction (139). In breast cancer, it was demonstrated that ablation of RB function results in activation of CDK2 which could be exploited for therapeutic targeting (140). Several other studies in acute myeloid leukemia, breast cancer, glioblastoma, and melanoma highlight the therapeutic potential of inhibiting CDK2 in the context of RB loss (141-146). In addition, substrates of CDK2 are dictated by the cyclins they are bound to (147). A recent study identified number of novel nuclear substrates for CDK2 which included epigenetic modifiers such as LSD1, SETDB1, and DOT1L and DNA repair proteins like RAD54L and XRCC1 (148). Techniques for identifying specific substrates of kinases are rapidly improving which may further inform novel therapeutic strategies for inhibiting CDK2 in the context of RB-deficient cancers (149). With several degraders already in Phase II clinical trials, proteolysis targeting chimeric (PROTAC) technology demonstrate a powerful platform for targeted degradation of challenging candidates (150, 151). Proof-of-principle studies using chimeric oligonucleotides in PROTAC technology also showcase capability of targeting DNA-binding proteins including transcription factors like E2F which may have potential applications in RB-loss tumors in the near future (152, 153).
A recent study sought to identify synthetic lethal candidates that can be targeted in RB1-deleted SCLC. The authors performed a CRISPR/Cas9 screen in an RB1-deleted SCLC cell lines that conditionally expressed RB1 and identified aurora kinase B (AURKB) as a potential dependency and therapeutic candidate (154). Aurora kinases (AURKA, AURKB, and AURKC) are involved in chromosomal segregation and are key regulators of mitosis. Inhibition of AURKB in the context of RB1 loss exacerbated mitotic abnormalities leading to polyploid formation and a dramatic decrease in tumor growth (154). Another independent study used a drug screen to identify targets that are synthetically lethal with RB1 mutation (155). The authors tested 36 cell-cycle inhibitors in over 500 cell lines from diverse epithelial, mesenchymal, and hematologic cancer lineages. Inhibiting AURKA had a significant effect on RB1-mutated cell lines from different lineages including lung cancer, breast cancer, myeloma, retinoblastoma, and glioblastoma (155). Aurora kinase A and B are also overexpressed in NEPC, and antitumor activity has been observed with aurora kinase inhibition in RB1-deficient NEPC preclinical models and patients (81, 156, 157). In breast cancer models that acquire resistance to CDK4/6 inhibition via RB dysregulation, aurora kinase inhibition along with targeting of another spindle assembly checkpoint kinase TTK has shown promising antitumor activity (158). Human-papillomavirus (HPV)-driven cancers are often RB-deficient, and aurora kinase inhibition induces cell death in HPV-positive cancers (159). There is an ongoing biomarker-selected clinical trial for RB1 loss head and neck squamous cell carcinoma (including HPV-driven) with the aurora kinase A inhibitor alisertib in combination with pembrolizumab (NCT04555837).
In addition to aurora kinases and TTK protein kinase, other checkpoint proteins and chromosomal segregation proteins have been reported as potential targets in the context of RB1-deficient tumors. Around 30% of triple negative breast cancers exhibit RB1 loss and a recent study showed DNA-damage checkpoint protein CHK1 and chromosomal segregation protein PLK1 are over-expressed in these tumors and their inhibition leads to significant tumor growth arrest in vivo (160). Of note, a phase II clinical trial (NCT02873975) is evaluating the efficacy of CHK1 inhibitor for advanced solid tumors that harbor alterations in homologous repair pathway, alterations that lead to replicative stress often associated with RB1 loss and CCNE1 amplification.
Targeting RB1-loss mediated cancer plasticity.
Three broad strategies have been proposed to target cancer plasticity (reviewed in detail elsewhere (161)). Here we will specifically discuss these three strategies in the context of RB1-loss mediated cancer plasticity (Figure 5).
Blocking the mechanisms driving plasticity upon RB1-loss:
From basic studies in developmental biology, we understand that loss of RB1 leads to epigenetic dysregulation and changes in chromatin organization which may contribute to lineage reprogramming. Evidently, in RB-deficient preclinical models of prostate cancer and other plasticity models, blocking EZH2 leads to tumor growth arrest and changes in cellular reprogramming (76, 82). EZH2 inhibition also impacts SCLC plasticity by expanding non-neuroendocrine immunogenic fraction of SCLC, suggesting combination of EZH2 inhibition with STING agonism (162). Histone demethylases such as KDM5A and KDM1A (LSD1) have been demonstrated to repress NOTCH signaling in the context of RB1 loss and maintain neuroendocrine differentiation of SCLC tumorigenesis and have been proposed as therapeutic targets (163, 164). Changes in DNA methylation also occur in the context of RB1 loss and NEPC, which is being explored as biomarkers and targets (165, 166). RB1 loss leads to chromatin remodeling and certain subunits of the SWI/SNF complexes are dysregulated in NEPC that could be potentially targeted (167). PROTAC technology holds promise for targeting epigenetic mediators of lineage plasticity (e.g., PRC2 complex) (168, 169).
Reversing cancer lineage:
Therapies that reverse lineage plasticity making the tumors regain dependence on their original oncogenic driver might make advanced tumors clinically manageable if they could be re-sensitized to targeted therapies. This approach is also related to blocking epigenetic drivers of plasticity. For instance, blocking HDAC and HMGR, a coA reductase in EGFR-mutant treatment-resistant lung adenocarcinoma undergoing plasticity restores sensitivity to tyrosine kinase inhibitors (170). In RB1-loss and AR-low plasticity models in prostate cancer, EZH2 inhibition leads to an increase in AR signaling which can be combined with an AR-antagonist to achieve synergy (76, 82). However, re-expression of AR is not always seen in AR-negative NEPC models after EZH2 inhibition (81) potentially due to a more terminally differentiated state and highlighting the context-specificity of such therapies. There are ongoing clinical trials that combine EZH2 inhibitors with AR antagonists (e.g.: NCT04179864, NCT04104776) albeit these trials are not selected for RB1-loss.
Targeting novel drivers that emerge due to changes in cancer lineage:
Unravelling novel drivers or dependencies of the new cell identity is quite challenging yet an exciting strategy to tackle cancer plasticity. Recent studies highlighted the dependency on phospholipid glutathione peroxidase GPX4 in tumors with high mesenchymal cell state (171). Similarly in receptor tyrosine kinase AXL has been demonstrated as a vulnerability that can be targeted in EGFR-mutant treatment-resistant lung adenocarcinoma plasticity. In the context of RB1-mediated lineage plasticity in prostate cancer, novel drivers such as BRN2 and ONECUT2 have been identified as targetable master regulators (83, 172). Other transcriptional mediators of prostate cancer lineage plasticity such as SOX2, SOX11, ASCL1, INSM1, NEUROD1, HOXB5, HOXB6, and NR1D2 have been identified and maybe exploited as therapeutic targets (78, 79, 173). Expression of lineage-specific markers that emerge after trans-differentiation, such as DLL3 in the context of small cell transformation, are also opening new avenues for targeting (174). Large scale CRISPR screens spearheaded by the Cancer Dependency Map project offer promising opportunities to further identify novel druggable candidates that are shared across de novo and acquired RB1-loss cancers.
Conclusion
Functional loss of RB not only dysregulates cell cycle but also has profound effects on genome stability and epigenetic reprogramming, ultimately impacting cancer plasticity. Phenotypic plasticity is associated with metastatic progression, aggressive disease, and acquired resistance to therapy. A better understanding of the genetic and epigenetic drivers of cancer plasticity, and emerging clinical biomarkers such as RB1 loss, provide new opportunities for therapeutic interventions. The goals of therapy may be context-driven to target cell cycle or acquired lineage programs to reduce tumor burden, reverse or prevent plasticity, and/or re-sensitize to targeted therapies. Ultimately, the translation of novel strategies for targeting RB loss and cancer plasticity will require interdisciplinary commitment at the intersection between molecular and developmental biology and clinical/translational oncology research.
Supplementary Material
Acknowledgements
We apologize to the many researchers whose work we were unable to cite because of space limitations. We thank members of the Beltran lab for insightful discussion of topics relevant to this review. Figures were created with BioRender.com. V.B.V. is supported by DoD PCRP Early Career Investigator Award (W81XWH2210197), and National Cancer Center Postdoctoral Fellowship Award. Y.Y. is supported by the Japan Society for the Promotion of Science. K.W. and O.I. were supported by Dana-Farber/Harvard Cancer Center Young Empowered Scientists for ContinUed Research Engagement (YES for CURE) program funded by NIH/NCI grants R25CA221738. H.B. is supported by the Prostate Cancer Foundation, DoD PCRP (W81XWH-17-1-0653) and NIH/NCI (R37CA241486-01A1, P50 CA211024-01A1).
Footnotes
Disclosure statement: H.B. has served as consultant/advisory board member for Janssen, Astra Zeneca, Merck, Pfizer, Foundation Medicine, Blue Earth Diagnostics, Amgen, Bayer, Oncorus, LOXO, Daicchi Sankyo, Curie Therapeutics, and has received research funding (to institution) from Janssen, AbbVie/Stemcentrx, Eli Lilly, Astellas, Millennium, Bristol Myers Squibb, Circle Pharma, Daiichi Sankyo.
References
- 1.Pigliucci M, Murren CJ, and Schlichting CD. Phenotypic plasticity and evolution by genetic assimilation. J Exp Biol. 2006;209(Pt 12):2362–7. [DOI] [PubMed] [Google Scholar]
- 2.Hanahan D. Hallmarks of Cancer: New Dimensions. Cancer Discov. 2022;12(1):31–46. [DOI] [PubMed] [Google Scholar]
- 3.Yuan S, Norgard RJ, and Stanger BZ. Cellular Plasticity in Cancer. Cancer Discov. 2019;9(7):837–51. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Quintanal-Villalonga A, Chan JM, Yu HA, Pe'er D, Sawyers CL, Sen T, et al. Lineage plasticity in cancer: a shared pathway of therapeutic resistance. Nat Rev Clin Oncol. 2020;17(6):360–71. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Feinberg AP, and Levchenko A. Epigenetics as a mediator of plasticity in cancer. Science. 2023;379(6632):eaaw3835. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Zhang L, and Goodrich DW. RB1, Cancer Lineage Plasticity, and Therapeutic Resistance. Annual Review of Cancer Biology. 2022;6(1):201–21. [Google Scholar]
- 7.Weinberg RA. The retinoblastoma protein and cell cycle control. Cell. 1995;81(3):323–30. [DOI] [PubMed] [Google Scholar]
- 8.Harbour JW, and Dean DC. Rb function in cell-cycle regulation and apoptosis. Nat Cell Biol. 2000;2(4):E65–7. [DOI] [PubMed] [Google Scholar]
- 9.Dyson N. The regulation of E2F by pRB-family proteins. Genes Dev. 1998;12(15):2245–62. [DOI] [PubMed] [Google Scholar]
- 10.Stevaux O, and Dyson NJ. A revised picture of the E2F transcriptional network and RB function. Curr Opin Cell Biol. 2002;14(6):684–91. [DOI] [PubMed] [Google Scholar]
- 11.Muller H, Bracken AP, Vernell R, Moroni MC, Christians F, Grassilli E, et al. E2Fs regulate the expression of genes involved in differentiation, development, proliferation, and apoptosis. Genes Dev. 2001;15(3):267–85. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Lees JA, Buchkovich KJ, Marshak DR, Anderson CW, and Harlow E. The retinoblastoma protein is phosphorylated on multiple sites by human cdc2. EMBO J. 1991;10(13):4279–90. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Chellappan SP, Hiebert S, Mudryj M, Horowitz JM, and Nevins JR. The E2F transcription factor is a cellular target for the RB protein. Cell. 1991;65(6):1053–61. [DOI] [PubMed] [Google Scholar]
- 14.Malumbres M, and Barbacid M. Mammalian cyclin-dependent kinases. Trends Biochem Sci. 2005;30(11):630–41. [DOI] [PubMed] [Google Scholar]
- 15.Swaffer MP, Jones AW, Flynn HR, Snijders AP, and Nurse P. CDK Substrate Phosphorylation and Ordering the Cell Cycle. Cell. 2016;167(7):1750–61 e16. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Matthews HK, Bertoli C, and de Bruin RAM. Cell cycle control in cancer. Nat Rev Mol Cell Biol. 2022;23(1):74–88. [DOI] [PubMed] [Google Scholar]
- 17.Sherr CJ. Cancer cell cycles. Science. 1996;274(5293):1672–7. [DOI] [PubMed] [Google Scholar]
- 18.Dyson NJ. RB1: a prototype tumor suppressor and an enigma. Genes Dev. 2016;30(13):1492–502. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Kent LN, and Leone G. The broken cycle: E2F dysfunction in cancer. Nat Rev Cancer. 2019;19(6):326–38. [DOI] [PubMed] [Google Scholar]
- 20.Hernando E, Nahle Z, Juan G, Diaz-Rodriguez E, Alaminos M, Hemann M, et al. Rb inactivation promotes genomic instability by uncoupling cell cycle progression from mitotic control. Nature. 2004;430(7001):797–802. [DOI] [PubMed] [Google Scholar]
- 21.Liu L, Michowski W, Kolodziejczyk A, and Sicinski P. The cell cycle in stem cell proliferation, pluripotency and differentiation. Nat Cell Biol. 2019;21(9):1060–7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Chau BN, and Wang JY. Coordinated regulation of life and death by RB. Nat Rev Cancer. 2003;3(2):130–8. [DOI] [PubMed] [Google Scholar]
- 23.Liu H, Tang X, Srivastava A, Pecot T, Daniel P, Hemmelgarn B, et al. Redeployment of Myc and E2f1-3 drives Rb-deficient cell cycles. Nat Cell Biol. 2015;17(8):1036–48. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Pierce AM, Gimenez-Conti IB, Schneider-Broussard R, Martinez LA, Conti CJ, and Johnson DG. Increased E2F1 activity induces skin tumors in mice heterozygous and nullizygous for p53. Proc Natl Acad Sci U S A. 1998;95(15):8858–63. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Zhang SY, Liu SC, Johnson DG, and Klein-Szanto AJ. E2F-1 gene transfer enhances invasiveness of human head and neck carcinoma cell lines. Cancer Res. 2000;60(21):5972–6. [PubMed] [Google Scholar]
- 26.Malaney P, Palumbo E, Semidey-Hurtado J, Hardee J, Stanford K, Kathiriya JJ, et al. PTEN Physically Interacts with and Regulates E2F1-mediated Transcription in Lung Cancer. Cell Cycle. 2018;17(8):947–62. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Xu X, Bieda M, Jin VX, Rabinovich A, Oberley MJ, Green R, et al. A comprehensive ChIP-chip analysis of E2F1, E2F4, and E2F6 in normal and tumor cells reveals interchangeable roles of E2F family members. Genome Res. 2007;17(11):1550–61. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Kent LN, Rakijas JB, Pandit SK, Westendorp B, Chen HZ, Huntington JT, et al. E2f8 mediates tumor suppression in postnatal liver development. J Clin Invest. 2016;126(8):2955–69. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Miller TW, Balko JM, Fox EM, Ghazoui Z, Dunbier A, Anderson H, et al. ERalpha-dependent E2F transcription can mediate resistance to estrogen deprivation in human breast cancer. Cancer Discov. 2011;1(4):338–51. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Davis JN, Wojno KJ, Daignault S, Hofer MD, Kuefer R, Rubin MA, et al. Elevated E2F1 inhibits transcription of the androgen receptor in metastatic hormone-resistant prostate cancer. Cancer Res. 2006;66(24):11897–906. [DOI] [PubMed] [Google Scholar]
- 31.Altintas DM, Shukla MS, Goutte-Gattat D, Angelov D, Rouault JP, Dimitrov S, et al. Direct cooperation between androgen receptor and E2F1 reveals a common regulation mechanism for androgen-responsive genes in prostate cells. Mol Endocrinol. 2012;26(9):1531–41. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.McNair C, Xu K, Mandigo AC, Benelli M, Leiby B, Rodrigues D, et al. Differential impact of RB status on E2F1 reprogramming in human cancer. J Clin Invest. 2018;128(1):341–58. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Ramos-Montoya A, Lamb AD, Russell R, Carroll T, Jurmeister S, Galeano-Dalmau N, et al. HES6 drives a critical AR transcriptional programme to induce castration-resistant prostate cancer through activation of an E2F1-mediated cell cycle network. EMBO Mol Med. 2014;6(5):651–61. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Xu H, Xu K, He HH, Zang C, Chen CH, Chen Y, et al. Integrative Analysis Reveals the Transcriptional Collaboration between EZH2 and E2F1 in the Regulation of Cancer-Related Gene Expression. Mol Cancer Res. 2016;14(2):163–72. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Friend SH, Bernards R, Rogelj S, Weinberg RA, Rapaport JM, Albert DM, et al. A human DNA segment with properties of the gene that predisposes to retinoblastoma and osteosarcoma. Nature. 1986;323(6089):643–6. [DOI] [PubMed] [Google Scholar]
- 36.Fung YK, Murphree AL, T'Ang A, Qian J, Hinrichs SH, and Benedict WF. Structural evidence for the authenticity of the human retinoblastoma gene. Science. 1987;236(4809):1657–61. [DOI] [PubMed] [Google Scholar]
- 37.Lee WH, Bookstein R, Hong F, Young LJ, Shew JY, and Lee EY. Human retinoblastoma susceptibility gene: cloning, identification, and sequence. Science. 1987;235(4794):1394–9. [DOI] [PubMed] [Google Scholar]
- 38.Mandigo AC, Tomlins SA, Kelly WK, and Knudsen KE. Relevance of pRB Loss in Human Malignancies. Clin Cancer Res. 2022;28(2):255–64. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Cancer Genome Atlas Research N. Comprehensive molecular characterization of urothelial bladder carcinoma. Nature. 2014;507(7492):315–22. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Robertson AG, Kim J, Al-Ahmadie H, Bellmunt J, Guo G, Cherniack AD, et al. Comprehensive Molecular Characterization of Muscle-Invasive Bladder Cancer. Cell. 2017;171(3):540–56 e25. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Robinson DR, Wu YM, Lonigro RJ, Vats P, Cobain E, Everett J, et al. Integrative clinical genomics of metastatic cancer. Nature. 2017;548(7667):297–303. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Bosco EE, Wang Y, Xu H, Zilfou JT, Knudsen KE, Aronow BJ, et al. The retinoblastoma tumor suppressor modifies the therapeutic response of breast cancer. The Journal of clinical investigation. 2007;117(1):218–28. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Bertucci F, Ng CKY, Patsouris A, Droin N, Piscuoglio S, Carbuccia N, et al. Genomic characterization of metastatic breast cancers. Nature. 2019;569(7757):560–4. [DOI] [PubMed] [Google Scholar]
- 44.Yamada Y, and Beltran H. Clinical and Biological Features of Neuroendocrine Prostate Cancer. Current oncology reports. 2021;23(2):15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Hamid AA, Gray KP, Shaw G, MacConaill LE, Evan C, Bernard B, et al. Compound Genomic Alterations of TP53, PTEN, and RB1 Tumor Suppressors in Localized and Metastatic Prostate Cancer. European urology. 2019;76(1):89–97. [DOI] [PubMed] [Google Scholar]
- 46.Beltran H, Prandi D, Mosquera JM, Benelli M, Puca L, Cyrta J, et al. Divergent clonal evolution of castration-resistant neuroendocrine prostate cancer. Nat Med. 2016;22(3):298–305. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Abida W, Cyrta J, Heller G, Prandi D, Armenia J, Coleman I, et al. Genomic correlates of clinical outcome in advanced prostate cancer. Proceedings of the National Academy of Sciences of the United States of America. 2019;116(23):11428–36. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Aggarwal R, Romero GR, Friedl V, Weinstein A, Foye A, Huang J, et al. Clinical and genomic characterization of Low PSA Secretors: a unique subset of metastatic castration resistant prostate cancer. Prostate cancer and prostatic diseases. 2021;24(1):81–7. [DOI] [PubMed] [Google Scholar]
- 49.Xu G, Zheng J, Wang S, Wang Y, Li G, Wang N, et al. Landscape of RB1 alterations in 22,432 Chinese solid tumor patients. Annals of translational medicine. 2022;10(16):885. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Febres-Aldana CA, Chang JC, Ptashkin R, Wang Y, Gedvilaite E, Baine MK, et al. Rb Tumor Suppressor in Small Cell Lung Cancer: Combined Genomic and IHC Analysis with a Description of a Distinct Rb-Proficient Subset. Clinical cancer research : an official journal of the American Association for Cancer Research. 2022;28(21):4702–13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Laurent-Puig P, and Zucman-Rossi J. Genetics of hepatocellular tumors. Oncogene. 2006;25(27):3778–86. [DOI] [PubMed] [Google Scholar]
- 52.Banks PM, Chan J, Cleary ML, Delsol G, De Wolf-Peeters C, Gatter K, et al. Mantle cell lymphoma. A proposal for unification of morphologic, immunologic, and molecular data. Am J Surg Pathol. 1992;16(7):637–40. [DOI] [PubMed] [Google Scholar]
- 53.Tan HL, Sood A, Rahimi HA, Wang W, Gupta N, Hicks J, et al. Rb loss is characteristic of prostatic small cell neuroendocrine carcinoma. Clin Cancer Res. 2014;20(4):890–903. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Arnedos M, Bayar MA, Cheaib B, Scott V, Bouakka I, Valent A, et al. Modulation of Rb phosphorylation and antiproliferative response to palbociclib: the preoperative-palbociclib (POP) randomized clinical trial. Annals of oncology : official journal of the European Society for Medical Oncology. 2018;29(8):1755–62. [DOI] [PubMed] [Google Scholar]
- 55.Chen WS, Alshalalfa M, Zhao SG, Liu Y, Mahal BA, Quigley DA, et al. Novel RB1-Loss Transcriptomic Signature Is Associated with Poor Clinical Outcomes across Cancer Types. Clin Cancer Res. 2019;25(14):4290–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Ertel A, Dean JL, Rui H, Liu C, Witkiewicz AK, Knudsen KE, et al. RB-pathway disruption in breast cancer: differential association with disease subtypes, disease-specific prognosis and therapeutic response. Cell Cycle. 2010;9(20):4153–63. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Choudhury AD, and Beltran H. Retinoblastoma Loss in Cancer: Casting a Wider Net. Clin Cancer Res. 2019;25(14):4199–201. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Dick FA, Goodrich DW, Sage J, and Dyson NJ. Non-canonical functions of the RB protein in cancer. Nat Rev Cancer. 2018;18(7):442–51. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Blanpain C, and Fuchs E. Stem cell plasticity. Plasticity of epithelial stem cells in tissue regeneration. Science. 2014;344(6189):1242281. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Yanger K, Zong Y, Maggs LR, Shapira SN, Maddipati R, Aiello NM, et al. Robust cellular reprogramming occurs spontaneously during liver regeneration. Genes Dev. 2013;27(7):719–24. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Sekiya S, and Suzuki A. Intrahepatic cholangiocarcinoma can arise from Notch-mediated conversion of hepatocytes. J Clin Invest. 2012;122(11):3914–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Gupta PB, Pastushenko I, Skibinski A, Blanpain C, and Kuperwasser C. Phenotypic Plasticity: Driver of Cancer Initiation, Progression, and Therapy Resistance. Cell Stem Cell. 2019;24(1):65–78. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Levy C, Khaled M, and Fisher DE. MITF: master regulator of melanocyte development and melanoma oncogene. Trends Mol Med. 2006;12(9):406–14. [DOI] [PubMed] [Google Scholar]
- 64.Konieczkowski DJ, Johannessen CM, Abudayyeh O, Kim JW, Cooper ZA, Piris A, et al. A melanoma cell state distinction influences sensitivity to MAPK pathway inhibitors. Cancer Discov. 2014;4(7):816–27. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Johannessen CM, Johnson LA, Piccioni F, Townes A, Frederick DT, Donahue MK, et al. A melanocyte lineage program confers resistance to MAP kinase pathway inhibition. Nature. 2013;504(7478):138–42. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Biehs B, Dijkgraaf GJP, Piskol R, Alicke B, Boumahdi S, Peale F, et al. A cell identity switch allows residual BCC to survive Hedgehog pathway inhibition. Nature. 2018;562(7727):429–33. [DOI] [PubMed] [Google Scholar]
- 67.Touil Y, Igoudjil W, Corvaisier M, Dessein AF, Vandomme J, Monte D, et al. Colon cancer cells escape 5FU chemotherapy-induced cell death by entering stemness and quiescence associated with the c-Yes/YAP axis. Clin Cancer Res. 2014;20(4):837–46. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Liau BB, Sievers C, Donohue LK, Gillespie SM, Flavahan WA, Miller TE, et al. Adaptive Chromatin Remodeling Drives Glioblastoma Stem Cell Plasticity and Drug Tolerance. Cell Stem Cell. 2017;20(2):233–46 e7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Dravis C, Chung CY, Lytle NK, Herrera-Valdez J, Luna G, Trejo CL, et al. Epigenetic and Transcriptomic Profiling of Mammary Gland Development and Tumor Models Disclose Regulators of Cell State Plasticity. Cancer Cell. 2018;34(3):466–82 e6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Warrick JI, Hu W, Yamashita H, Walter V, Shuman L, Craig JM, et al. FOXA1 repression drives lineage plasticity and immune heterogeneity in bladder cancers with squamous differentiation. Nat Commun. 2022;13(1):6575. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Farrell AS, Joly MM, Allen-Petersen BL, Worth PJ, Lanciault C, Sauer D, et al. MYC regulates ductal-neuroendocrine lineage plasticity in pancreatic ductal adenocarcinoma associated with poor outcome and chemoresistance. Nat Commun. 2017;8(1):1728. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.Prins GS, and Putz O. Molecular signaling pathways that regulate prostate gland development. Differentiation. 2008;76(6):641–59. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Karthaus WR, Hofree M, Choi D, Linton EL, Turkekul M, Bejnood A, et al. Regenerative potential of prostate luminal cells revealed by single-cell analysis. Science. 2020;368(6490):497–505. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Dai C, Heemers H, and Sharifi N. Androgen Signaling in Prostate Cancer. Cold Spring Harb Perspect Med. 2017;7(9). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Watson PA, Arora VK, and Sawyers CL. Emerging mechanisms of resistance to androgen receptor inhibitors in prostate cancer. Nat Rev Cancer. 2015;15(12):701–11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76.Ku SY, Rosario S, Wang Y, Mu P, Seshadri M, Goodrich ZW, et al. Rb1 and Trp53 cooperate to suppress prostate cancer lineage plasticity, metastasis, and antiandrogen resistance. Science. 2017;355(6320):78–83. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 77.Han M, Li F, Zhang Y, Dai P, He J, Li Y, et al. FOXA2 drives lineage plasticity and KIT pathway activation in neuroendocrine prostate cancer. Cancer Cell. 2022;40(11):1306–23 e8. [DOI] [PubMed] [Google Scholar]
- 78.Mu P, Zhang Z, Benelli M, Karthaus WR, Hoover E, Chen CC, et al. SOX2 promotes lineage plasticity and antiandrogen resistance in TP53- and RB1-deficient prostate cancer. Science. 2017;355(6320):84–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79.Zou M, Toivanen R, Mitrofanova A, Floch N, Hayati S, Sun Y, et al. Transdifferentiation as a Mechanism of Treatment Resistance in a Mouse Model of Castration-Resistant Prostate Cancer. Cancer Discov. 2017;7(7):736–49. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80.Lin D, Wyatt AW, Xue H, Wang Y, Dong X, Haegert A, et al. High fidelity patient-derived xenografts for accelerating prostate cancer discovery and drug development. Cancer Res. 2014;74(4):1272–83. [DOI] [PubMed] [Google Scholar]
- 81.Puca L, Bareja R, Prandi D, Shaw R, Benelli M, Karthaus WR, et al. Patient derived organoids to model rare prostate cancer phenotypes. Nat Commun. 2018;9(1):2404. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82.Davies A, Nouruzi S, Ganguli D, Namekawa T, Thaper D, Linder S, et al. An androgen receptor switch underlies lineage infidelity in treatment-resistant prostate cancer. Nat Cell Biol. 2021;23(9):1023–34. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 83.Bishop JL, Thaper D, Vahid S, Davies A, Ketola K, Kuruma H, et al. The Master Neural Transcription Factor BRN2 Is an Androgen Receptor-Suppressed Driver of Neuroendocrine Differentiation in Prostate Cancer. Cancer Discov. 2017;7(1):54–71. [DOI] [PubMed] [Google Scholar]
- 84.Tang F, Xu D, Wang S, Wong CK, Martinez-Fundichely A, Lee CJ, et al. Chromatin profiles classify castration-resistant prostate cancers suggesting therapeutic targets. Science. 2022;376(6596):eabe1505. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85.Gao D, Vela I, Sboner A, Iaquinta PJ, Karthaus WR, Gopalan A, et al. Organoid cultures derived from patients with advanced prostate cancer. Cell. 2014;159(1):176–87. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 86.Nguyen HM, Vessella RL, Morrissey C, Brown LG, Coleman IM, Higano CS, et al. LuCaP Prostate Cancer Patient-Derived Xenografts Reflect the Molecular Heterogeneity of Advanced Disease an--d Serve as Models for Evaluating Cancer Therapeutics. Prostate. 2017;77(6):654–71. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 87.Zhang X, Coleman IM, Brown LG, True LD, Kollath L, Lucas JM, et al. SRRM4 Expression and the Loss of REST Activity May Promote the Emergence of the Neuroendocrine Phenotype in Castration-Resistant Prostate Cancer. Clin Cancer Res. 2015;21(20):4698–708. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 88.Niederst MJ, Sequist LV, Poirier JT, Mermel CH, Lockerman EL, Garcia AR, et al. RB loss in resistant EGFR mutant lung adenocarcinomas that transform to small-cell lung cancer. Nat Commun. 2015;6:6377. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 89.Offin M, Chan JM, Tenet M, Rizvi HA, Shen R, Riely GJ, et al. Concurrent RB1 and TP53 Alterations Define a Subset of EGFR-Mutant Lung Cancers at risk for Histologic Transformation and Inferior Clinical Outcomes. J Thorac Oncol. 2019;14(10):1784–93. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 90.Lee JK, Lee J, Kim S, Kim S, Youk J, Park S, et al. Clonal History and Genetic Predictors of Transformation Into Small-Cell Carcinomas From Lung Adenocarcinomas. J Clin Oncol. 2017;35(26):3065–74. [DOI] [PubMed] [Google Scholar]
- 91.Marcoux N, Gettinger SN, O'Kane G, Arbour KC, Neal JW, Husain H, et al. EGFR-Mutant Adenocarcinomas That Transform to Small-Cell Lung Cancer and Other Neuroendocrine Carcinomas: Clinical Outcomes. J Clin Oncol. 2019;37(4):278–85. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 92.Gouyer V, Gazzeri S, Bolon I, Drevet C, Brambilla C, and Brambilla E. Mechanism of retinoblastoma gene inactivation in the spectrum of neuroendocrine lung tumors. Am J Respir Cell Mol Biol. 1998;18(2):188–96. [DOI] [PubMed] [Google Scholar]
- 93.Meuwissen R, Linn SC, Linnoila RI, Zevenhoven J, Mooi WJ, and Berns A. Induction of small cell lung cancer by somatic inactivation of both Trp53 and Rb1 in a conditional mouse model. Cancer Cell. 2003;4(3):181–9. [DOI] [PubMed] [Google Scholar]
- 94.Walter DM, Yates TJ, Ruiz-Torres M, Kim-Kiselak C, Gudiel AA, Deshpande C, et al. RB constrains lineage fidelity and multiple stages of tumour progression and metastasis. Nature. 2019;569(7756):423–7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 95.Sharma GG, Mota I, Mologni L, Patrucco E, Gambacorti-Passerini C, and Chiarle R. Tumor Resistance against ALK Targeted Therapy-Where It Comes From and Where It Goes. Cancers (Basel). 2018;10(3). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 96.Takegawa N, Hayashi H, Iizuka N, Takahama T, Ueda H, Tanaka K, et al. Transformation of ALK rearrangement-positive adenocarcinoma to small-cell lung cancer in association with acquired resistance to alectinib. Ann Oncol. 2016;27(5):953–5. [DOI] [PubMed] [Google Scholar]
- 97.Condorelli R, Spring L, O'Shaughnessy J, Lacroix L, Bailleux C, Scott V, et al. Polyclonal RB1 mutations and acquired resistance to CDK 4/6 inhibitors in patients with metastatic breast cancer. Ann Oncol. 2018;29(3):640–5. [DOI] [PubMed] [Google Scholar]
- 98.O'Leary B, Cutts RJ, Liu Y, Hrebien S, Huang X, Fenwick K, et al. The Genetic Landscape and Clonal Evolution of Breast Cancer Resistance to Palbociclib plus Fulvestrant in the PALOMA-3 Trial. Cancer Discov. 2018;8(11):1390–403. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 99.Cheng L, Zhou Z, Flesken-Nikitin A, Toshkov IA, Wang W, Camps J, et al. Rb inactivation accelerates neoplastic growth and substitutes for recurrent amplification of cIAP1, cIAP2 and Yap1 in sporadic mammary carcinoma associated with p53 deficiency. Oncogene. 2010;29(42):5700–11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 100.Jones RA, Robinson TJ, Liu JC, Shrestha M, Voisin V, Ju Y, et al. RB1 deficiency in triple-negative breast cancer induces mitochondrial protein translation. J Clin Invest. 2016;126(10):3739–57. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 101.Subhawong AP, Subhawong T, Nassar H, Kouprina N, Begum S, Vang R, et al. Most basal-like breast carcinomas demonstrate the same Rb-/p16+ immunophenotype as the HPV-related poorly differentiated squamous cell carcinomas which they resemble morphologically. Am J Surg Pathol. 2009;33(2):163–75. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 102.Jacks T, Fazeli A, Schmitt EM, Bronson RT, Goodell MA, and Weinberg RA. Effects of an Rb mutation in the mouse. Nature. 1992;359(6393):295–300. [DOI] [PubMed] [Google Scholar]
- 103.Lee EY, Chang CY, Hu N, Wang YC, Lai CC, Herrup K, et al. Mice deficient for Rb are nonviable and show defects in neurogenesis and haematopoiesis. Nature. 1992;359(6393):288–94. [DOI] [PubMed] [Google Scholar]
- 104.Lee EY, Hu N, Yuan SS, Cox LA, Bradley A, Lee WH, et al. Dual roles of the retinoblastoma protein in cell cycle regulation and neuron differentiation. Genes Dev. 1994;8(17):2008–21. [DOI] [PubMed] [Google Scholar]
- 105.Chen D, Livne-bar I, Vanderluit JL, Slack RS, Agochiya M, and Bremner R. Cell-specific effects of RB or RB/p107 loss on retinal development implicate an intrinsically death-resistant cell-of-origin in retinoblastoma. Cancer Cell. 2004;5(6):539–51. [DOI] [PubMed] [Google Scholar]
- 106.Sangwan M, McCurdy SR, Livne-Bar I, Ahmad M, Wrana JL, Chen D, et al. Established and new mouse models reveal E2f1 and Cdk2 dependency of retinoblastoma, and expose effective strategies to block tumor initiation. Oncogene. 2012;31(48):5019–28. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 107.Chong JL, Wenzel PL, Saenz-Robles MT, Nair V, Ferrey A, Hagan JP, et al. E2f1-3 switch from activators in progenitor cells to repressors in differentiating cells. Nature. 2009;462(7275):930–4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 108.Wikenheiser-Brokamp KA. Rb family proteins differentially regulate distinct cell lineages during epithelial development. Development. 2004;131(17):4299–310. [DOI] [PubMed] [Google Scholar]
- 109.Haigis K, Sage J, Glickman J, Shafer S, and Jacks T. The related retinoblastoma (pRb) and p130 proteins cooperate to regulate homeostasis in the intestinal epithelium. J Biol Chem. 2006;281(1):638–47. [DOI] [PubMed] [Google Scholar]
- 110.Ruiz S, Santos M, Segrelles C, Leis H, Jorcano JL, Berns A, et al. Unique and overlapping functions of pRb and p107 in the control of proliferation and differentiation in epidermis. Development. 2004;131(11):2737–48. [DOI] [PubMed] [Google Scholar]
- 111.Thomas DM, Carty SA, Piscopo DM, Lee JS, Wang WF, Forrester WC, et al. The retinoblastoma protein acts as a transcriptional coactivator required for osteogenic differentiation. Mol Cell. 2001;8(2):303–16. [DOI] [PubMed] [Google Scholar]
- 112.Richon VM, Lyle RE, and McGehee RE Jr. Regulation and expression of retinoblastoma proteins p107 and p130 during 3T3-L1 adipocyte differentiation. J Biol Chem. 1997;272(15):10117–24. [DOI] [PubMed] [Google Scholar]
- 113.Fajas L, Egler V, Reiter R, Hansen J, Kristiansen K, Debril MB, et al. The retinoblastoma-histone deacetylase 3 complex inhibits PPARgamma and adipocyte differentiation. Dev Cell. 2002;3(6):903–10. [DOI] [PubMed] [Google Scholar]
- 114.Chen PL, Riley DJ, Chen Y, and Lee WH. Retinoblastoma protein positively regulates terminal adipocyte differentiation through direct interaction with C/EBPs. Genes Dev. 1996;10(21):2794–804. [DOI] [PubMed] [Google Scholar]
- 115.Calo E, Quintero-Estades JA, Danielian PS, Nedelcu S, Berman SD, and Lees JA. Rb regulates fate choice and lineage commitment in vivo. Nature. 2010;466(7310):1110–4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 116.Liu Y, Clem B, Zuba-Surma EK, El-Naggar S, Telang S, Jenson AB, et al. Mouse fibroblasts lacking RB1 function form spheres and undergo reprogramming to a cancer stem cell phenotype. Cell Stem Cell. 2009;4(4):336–47. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 117.Dannenberg JH, van Rossum A, Schuijff L, and te Riele H. Ablation of the retinoblastoma gene family deregulates G(1) control causing immortalization and increased cell turnover under growth-restricting conditions. Genes Dev. 2000;14(23):3051–64. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 118.Sage J, Mulligan GJ, Attardi LD, Miller A, Chen S, Williams B, et al. Targeted disruption of the three Rb-related genes leads to loss of G(1) control and immortalization. Genes Dev. 2000;14(23):3037–50. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 119.Kareta MS, Gorges LL, Hafeez S, Benayoun BA, Marro S, Zmoos AF, et al. Inhibition of pluripotency networks by the Rb tumor suppressor restricts reprogramming and tumorigenesis. Cell Stem Cell. 2015;16(1):39–50. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 120.Li F, He Z, Shen J, Huang Q, Li W, Liu X, et al. Apoptotic caspases regulate induction of iPSCs from human fibroblasts. Cell Stem Cell. 2010;7(4):508–20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 121.Pajcini KV, Corbel SY, Sage J, Pomerantz JH, and Blau HM. Transient inactivation of Rb and ARF yields regenerative cells from postmitotic mammalian muscle. Cell Stem Cell. 2010;7(2):198–213. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 122.Magnaghi-Jaulin L, Groisman R, Naguibneva I, Robin P, Lorain S, Le Villain JP, et al. Retinoblastoma protein represses transcription by recruiting a histone deacetylase. Nature. 1998;391(6667):601–5. [DOI] [PubMed] [Google Scholar]
- 123.Brehm A, Miska EA, McCance DJ, Reid JL, Bannister AJ, and Kouzarides T. Retinoblastoma protein recruits histone deacetylase to repress transcription. Nature. 1998;391(6667):597–601. [DOI] [PubMed] [Google Scholar]
- 124.Robertson KD, Ait-Si-Ali S, Yokochi T, Wade PA, Jones PL, and Wolffe AP. DNMT1 forms a complex with Rb, E2F1 and HDAC1 and represses transcription from E2F-responsive promoters. Nat Genet. 2000;25(3):338–42. [DOI] [PubMed] [Google Scholar]
- 125.Ishak CA, Marshall AE, Passos DT, White CR, Kim SJ, Cecchini MJ, et al. An RB-EZH2 Complex Mediates Silencing of Repetitive DNA Sequences. Mol Cell. 2016;64(6):1074–87. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 126.Manning AL, Longworth MS, and Dyson NJ. Loss of pRB causes centromere dysfunction and chromosomal instability. Genes Dev. 2010;24(13):1364–76. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 127.Gonzalo S, Garcia-Cao M, Fraga MF, Schotta G, Peters AH, Cotter SE, et al. Role of the RB1 family in stabilizing histone methylation at constitutive heterochromatin. Nat Cell Biol. 2005;7(4):420–8. [DOI] [PubMed] [Google Scholar]
- 128.Siddiqui H, Fox SR, Gunawardena RW, and Knudsen ES. Loss of RB compromises specific heterochromatin modifications and modulates HP1alpha dynamics. J Cell Physiol. 2007;211(1):131–7. [DOI] [PubMed] [Google Scholar]
- 129.Garcia-Cao M, Gonzalo S, Dean D, and Blasco MA. A role for the Rb family of proteins in controlling telomere length. Nat Genet. 2002;32(3):415–9. [DOI] [PubMed] [Google Scholar]
- 130.Isaac CE, Francis SM, Martens AL, Julian LM, Seifried LA, Erdmann N, et al. The retinoblastoma protein regulates pericentric heterochromatin. Mol Cell Biol. 2006;26(9):3659–71. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 131.Trojer P, and Reinberg D. Facultative heterochromatin: is there a distinctive molecular signature? Mol Cell. 2007;28(1):1–13. [DOI] [PubMed] [Google Scholar]
- 132.Brown SW. Heterochromatin. Science. 1966;151(3709):417–25. [DOI] [PubMed] [Google Scholar]
- 133.Narita M, Nunez S, Heard E, Narita M, Lin AW, Hearn SA, et al. Rb-mediated heterochromatin formation and silencing of E2F target genes during cellular senescence. Cell. 2003;113(6):703–16. [DOI] [PubMed] [Google Scholar]
- 134.Nielsen SJ, Schneider R, Bauer UM, Bannister AJ, Morrison A, O'Carroll D, et al. Rb targets histone H3 methylation and HP1 to promoters. Nature. 2001;412(6846):561–5. [DOI] [PubMed] [Google Scholar]
- 135.Manning AL, Yazinski SA, Nicolay B, Bryll A, Zou L, and Dyson NJ. Suppression of genome instability in pRB-deficient cells by enhancement of chromosome cohesion. Mol Cell. 2014;53(6):993–1004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 136.Sanidas I, Lee H, Rumde PH, Boulay G, Morris R, Golczer G, et al. Chromatin-bound RB targets promoters, enhancers, and CTCF-bound loci and is redistributed by cell-cycle progression. Mol Cell. 2022;82(18):3333–49 e9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 137.Knudsen ES, and Witkiewicz AK. The Strange Case of CDK4/6 Inhibitors: Mechanisms, Resistance, and Combination Strategies. Trends Cancer. 2017;3(1):39–55. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 138.Sherr CJ, Beach D, and Shapiro GI. Targeting CDK4 and CDK6: From Discovery to Therapy. Cancer Discov. 2016;6(4):353–67. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 139.Chen YN, Sharma SK, Ramsey TM, Jiang L, Martin MS, Baker K, et al. Selective killing of transformed cells by cyclin/cyclin-dependent kinase 2 antagonists. Proc Natl Acad Sci U S A. 1999;96(8):4325–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 140.Varma H, Skildum AJ, and Conrad SE. Functional ablation of pRb activates Cdk2 and causes antiestrogen resistance in human breast cancer cells. PLoS One. 2007;2(12):e1256. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 141.Zhang J, Gan Y, Li H, Yin J, He X, Lin L, et al. Inhibition of the CDK2 and Cyclin A complex leads to autophagic degradation of CDK2 in cancer cells. Nat Commun. 2022;13(1):2835. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 142.Johnson N, Bentley J, Wang LZ, Newell DR, Robson CN, Shapiro GI, et al. Pre-clinical evaluation of cyclin-dependent kinase 2 and 1 inhibition in anti-estrogen-sensitive and resistant breast cancer cells. Br J Cancer. 2010;102(2):342–50. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 143.Caldon CE, Sergio CM, Kang J, Muthukaruppan A, Boersma MN, Stone A, et al. Cyclin E2 overexpression is associated with endocrine resistance but not insensitivity to CDK2 inhibition in human breast cancer cells. Mol Cancer Ther. 2012;11(7):1488–99. [DOI] [PubMed] [Google Scholar]
- 144.Wang J, Yang T, Xu G, Liu H, Ren C, Xie W, et al. Cyclin-Dependent Kinase 2 Promotes Tumor Proliferation and Induces Radio Resistance in Glioblastoma. Transl Oncol. 2016;9(6):548–56. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 145.Azimi A, Caramuta S, Seashore-Ludlow B, Bostrom J, Robinson JL, Edfors F, et al. Targeting CDK2 overcomes melanoma resistance against BRAF and Hsp90 inhibitors. Mol Syst Biol. 2018;14(3):e7858. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 146.Tadesse S, Anshabo AT, Portman N, Lim E, Tilley W, Caldon CE, et al. Targeting CDK2 in cancer: challenges and opportunities for therapy. Drug Discov Today. 2020;25(2):406–13. [DOI] [PubMed] [Google Scholar]
- 147.Brown NR, Lowe ED, Petri E, Skamnaki V, Antrobus R, and Johnson LN. Cyclin B and cyclin A confer different substrate recognition properties on CDK2. Cell Cycle. 2007;6(11):1350–9. [DOI] [PubMed] [Google Scholar]
- 148.Chi Y, Carter JH, Swanger J, Mazin AV, Moritz RL, and Clurman BE. A novel landscape of nuclear human CDK2 substrates revealed by in situ phosphorylation. Sci Adv. 2020;6(16):eaaz9899. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 149.Johnson JL, Yaron TM, Huntsman EM, Kerelsky A, Song J, Regev A, et al. An atlas of substrate specificities for the human serine/threonine kinome. Nature. 2023. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 150.Bekes M, Langley DR, and Crews CM. PROTAC targeted protein degraders: the past is prologue. Nat Rev Drug Discov. 2022;21(3):181–200. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 151.Petrylak DP, Gao X, Vogelzang NJ, Garfield MH, Taylor I, Moore MD, et al. First-in-human phase I study of ARV-110, an androgen receptor (AR) PROTAC degrader in patients (pts) with metastatic castrate-resistant prostate cancer (mCRPC) following enzalutamide (ENZ) and/or abiraterone (ABI). Journal of Clinical Oncology. 2020;38(15_suppl):3500-. [Google Scholar]
- 152.Samarasinghe KTG, Jaime-Figueroa S, Burgess M, Nalawansha DA, Dai K, Hu Z, et al. Targeted degradation of transcription factors by TRAFTACs: TRAnscription Factor TArgeting Chimeras. Cell Chem Biol. 2021;28(5):648–61 e5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 153.Liu J, Chen H, Kaniskan HU, Xie L, Chen X, Jin J, et al. TF-PROTACs Enable Targeted Degradation of Transcription Factors. J Am Chem Soc. 2021;143(23):8902–10. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 154.Oser MG, Fonseca R, Chakraborty AA, Brough R, Spektor A, Jennings RB, et al. Cells Lacking the RB1 Tumor Suppressor Gene Are Hyperdependent on Aurora B Kinase for Survival. Cancer Discov. 2019;9(2):230–47. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 155.Gong X, Du J, Parsons SH, Merzoug FF, Webster Y, Iversen PW, et al. Aurora A Kinase Inhibition Is Synthetic Lethal with Loss of the RB1 Tumor Suppressor Gene. Cancer Discov. 2019;9(2):248–63. [DOI] [PubMed] [Google Scholar]
- 156.Beltran H, Rickman DS, Park K, Chae SS, Sboner A, MacDonald TY, et al. Molecular characterization of neuroendocrine prostate cancer and identification of new drug targets. Cancer Discov. 2011;1(6):487–95. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 157.Beltran H, Oromendia C, Danila DC, Montgomery B, Hoimes C, Szmulewitz RZ, et al. A Phase II Trial of the Aurora Kinase A Inhibitor Alisertib for Patients with Castration-resistant and Neuroendocrine Prostate Cancer: Efficacy and Biomarkers. Clin Cancer Res. 2019;25(1):43–51. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 158.Soria-Bretones I, Thu KL, Silvester J, Cruickshank J, El Ghamrasni S, Ba-Alawi W, et al. The spindle assembly checkpoint is a therapeutic vulnerability of CDK4/6 inhibitor-resistant ER(+) breast cancer with mitotic aberrations. Sci Adv. 2022;8(36):eabq4293. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 159.Ghosh S, Mazumdar T, Xu W, Powell RT, Stephan C, Shen L, et al. Combined TRIP13 and Aurora Kinase Inhibition Induces Apoptosis in Human Papillomavirus-Driven Cancers. Clin Cancer Res. 2022;28(20):4479–93. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 160.Witkiewicz AK, Chung S, Brough R, Vail P, Franco J, Lord CJ, et al. Targeting the Vulnerability of RB Tumor Suppressor Loss in Triple-Negative Breast Cancer. Cell Rep. 2018;22(5):1185–99. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 161.Boumahdi S, and de Sauvage FJ. The great escape: tumour cell plasticity in resistance to targeted therapy. Nat Rev Drug Discov. 2020;19(1):39–56. [DOI] [PubMed] [Google Scholar]
- 162.Mahadevan NR, Knelson EH, Wolff JO, Vajdi A, Saigi M, Campisi M, et al. Intrinsic Immunogenicity of Small Cell Lung Carcinoma Revealed by Its Cellular Plasticity. Cancer Discov. 2021;11(8):1952–69. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 163.Augert A, Eastwood E, Ibrahim AH, Wu N, Grunblatt E, Basom R, et al. Targeting NOTCH activation in small cell lung cancer through LSD1 inhibition. Sci Signal. 2019;12(567). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 164.Oser MG, Sabet AH, Gao W, Chakraborty AA, Schinzel AC, Jennings RB, et al. The KDM5A/RBP2 histone demethylase represses NOTCH signaling to sustain neuroendocrine differentiation and promote small cell lung cancer tumorigenesis. Genes Dev. 2019;33(23-24):1718–38. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 165.Beltran H, Romanel A, Conteduca V, Casiraghi N, Sigouros M, Franceschini GM, et al. Circulating tumor DNA profile recognizes transformation to castration-resistant neuroendocrine prostate cancer. J Clin Invest. 2020;130(4):1653–68. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 166.Berchuck JE, Baca SC, McClure HM, Korthauer K, Tsai HK, Nuzzo PV, et al. Detecting Neuroendocrine Prostate Cancer Through Tissue-Informed Cell-Free DNA Methylation Analysis. Clin Cancer Res. 2022;28(5):928–38. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 167.Cyrta J, Augspach A, De Filippo MR, Prandi D, Thienger P, Benelli M, et al. Role of specialized composition of SWI/SNF complexes in prostate cancer lineage plasticity. Nat Commun. 2020;11(1):5549. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 168.Hsu JH, Rasmusson T, Robinson J, Pachl F, Read J, Kawatkar S, et al. EED-Targeted PROTACs Degrade EED, EZH2, and SUZ12 in the PRC2 Complex. Cell Chem Biol. 2020;27(1):41–6 e17. [DOI] [PubMed] [Google Scholar]
- 169.Wang J, Yu X, Gong W, Liu X, Park KS, Ma A, et al. EZH2 noncanonically binds cMyc and p300 through a cryptic transactivation domain to mediate gene activation and promote oncogenesis. Nat Cell Biol. 2022;24(3):384–99. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 170.Weng CH, Chen LY, Lin YC, Shih JY, Lin YC, Tseng RY, et al. Epithelial-mesenchymal transition (EMT) beyond EGFR mutations per se is a common mechanism for acquired resistance to EGFR TKI. Oncogene. 2019;38(4):455–68. [DOI] [PubMed] [Google Scholar]
- 171.Viswanathan VS, Ryan MJ, Dhruv HD, Gill S, Eichhoff OM, Seashore-Ludlow B, et al. Dependency of a therapy-resistant state of cancer cells on a lipid peroxidase pathway. Nature. 2017;547(7664):453–7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 172.Rotinen M, You S, Yang J, Coetzee SG, Reis-Sobreiro M, Huang WC, et al. ONECUT2 is a targetable master regulator of lethal prostate cancer that suppresses the androgen axis. Nat Med. 2018;24(12):1887–98. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 173.He MX, Cuoco MS, Crowdis J, Bosma-Moody A, Zhang Z, Bi K, et al. Transcriptional mediators of treatment resistance in lethal prostate cancer. Nat Med. 2021;27(3):426–33. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 174.Puca L, Gavyert K, Sailer V, Conteduca V, Dardenne E, Sigouros M, et al. Delta-like protein 3 expression and therapeutic targeting in neuroendocrine prostate cancer. Sci Transl Med. 2019;11(484). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 175.Waddington CH. The Strategy of the Genes. 1957. [Google Scholar]
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