Recent advances in nuclear receptor-binding SET domain 2 (NSD2) inhibitors: An update and perspectives

NSD2 mediated H3K36me2 promotes pulmonary arterial hypertension by recruiting FOLR1 and metabolism reprogramming

Pulmonary artery hypertension (PAH) is characterized by a cancer-like metabolic shift towards aerobic glycolysis. Nuclear Receptor Binding SET Domain Protein 2 (NSD2), a histone methyltransferase, has been implicated in PAH, yet its precise role remains unclear. In this study, we induced PAH in C57BL/6 mice using monocrotaline (MCT) and observed increased FOLR1 expression in PAH tissues, which was suppressed by NSD2 knockdown. Silencing NSD2 or FOLR1 inhibited the proliferation and migration of pulmonary artery endothelial cells (PAECs) and alleviated PAH phenotypes, right ventricular dysfunction, and pulmonary artery remodeling. Mechanistically, NSD2 knockdown prevented nuclear translocation of FOLR1 and its interaction with H3K36me2. Metabolic analysis revealed that NSD2 or FOLR1 knockdown reversed the increased oxygen consumption rate, extracellular acidification rate, glucose consumption, lactate production, and G6PD activity in MCT-treated PAECs. Furthermore, NSD2 or FOLR1 silencing decreased the expression of key glycolytic genes (HK2, TIGAR, and G6PD) by suppressing their promoter activity and weakening the interaction between FOLR1/H3K36me2 and these gene promoters. Our findings suggest that NSD2-mediated H3K36me2 recruits FOLR1 to promote PAH, and FOLR1 acts as a transcriptional factor to upregulate glycolytic gene expression in PAECs.

NSD3 protein methylation and stabilization transforms human ES cells into variant state

Cultured human embryonic stem cells (hESCs) can develop genetic anomalies that increase their susceptibility to transformation. In this study, we characterized a variant hESC (vhESC) line and investigated the molecular mechanisms leading to the drift towards a transformed state. Our findings revealed that vhESCs up-regulate EMT-specific markers, accelerate wound healing, exhibit compromised lineage differentiation, and retain pluripotency gene expression in teratomas. Furthermore, we discovered an altered epigenomic landscape and overexpression of the lysine methyltransferases EHMT1, EHMT2, and NSD group of proteins in vhESCs. Remarkably, depleting NSD3 oncogene reversed the molecular and phenotypic changes in vhESCs. We identified a detailed mechanism where EHMT2 interacts and methylates NSD3 at lysine 477, stabilizing its protein levels in vhESCs. In addition, we showed that NSD3 levels are regulated by protein degradation in hESCs, and its stabilization leads to the emergence of the variant state. Overall, our study identify that misregulation of NSD3 in pluripotent stem cells, through methylation-mediated abrogation of its protein degradation, drives hESCs towards oncogenic transformation.

Discovery of SET domain-binding primary alkylamine-tethered degraders for the simultaneous degradation of NSD2-long and RE-IIBP isoforms

Nuclear receptor binding SET domain protein 2 (NSD2) is involved in various pathologic processes and is considered as an important target for cancer therapy. Due to alternative splicing, NSD2 has 3 isoforms: long, short and RE-IIBP. Although previous studies reported the degradation of PWWP1 domain-containing NSD2-long and short isoforms through PWWP1-binding molecules, the degradation of RE-IIBP which does not contain PWWP1 has been neglected to date. However, RE-IIBP plays an important role in cancer pathology, the further investigation of RE-IIBP requires novel chemical tools. Therefore, 31 novel SET domain ligand-based compounds bearing different E3 ligase ligands and amine moieties were synthesized and evaluated in this work. For the first time, the simultaneous degradation of NSD2-long and RE-IIBP isoforms was achieved through the primary alkylamine degrader ND-L11B. The degradation induced by ND-L11B led to the reduction of H3K36me2 level. Moreover, compared to the corresponding SET inhibitor, ND-L11B exhibited stronger antiproliferative activity on multiple myeloma cell line and negligible effect on non-malignant normal cell line. Whereas ND-L11B induced selective multiple myeloma cytotoxicity, it could serve as a starting point for the further development of NSD2-targeting therapies. This work provided a convenient chemical knockdown tool to further elucidate the multiple functions of NSD2 isoforms and expanded the applicability of alkyl primary amine analogs for targeted protein degradation.

G9a/GLP Modulators: Inhibitors to Degraders

Histone methylation, a crucial aspect of epigenetics, intricately involves specialized enzymes such as G9a, a histone methyltransferase (HMT) catalyzing the methylation of histone H3 lysine 9 (H3K9) and H3K27. Apart from histone modification, G9a regulates essential cellular processes such as deoxyribonucleic acid (DNA) replication, damage repair, and gene expression via modulating DNA methylation patterns. The dysregulation and overexpression of G9a are intricately linked to cancer initiation, progression, and metastasis, making it a compelling target for anticancer therapy. Moreover, aberrant levels of H3K9 dimethylation were identified in Alzheimer's disease (AD), broadening the scope of epigenetic implications across various pathologies. The quest for potent therapy has resulted in the identification of numerous G9a inhibitors/degraders, each demonstrating the potential to disrupt aberrant signaling pathways. This perspective provides valuable insights into the evolving potential and advancement of G9a modulators as promising candidates for treating a spectrum of diseases.

Inhibitors targeting the PWWP domain-containing proteins

PWWP domain-containing proteins play a pivotal role in chromatin-mediated biological processes, and their aberrant regulation is linked to various human diseases. Recent years have witnessed remarkable strides in unraveling the structural and functional features of PWWP domain-containing proteins, propelling significant advances in targeting the PWWP domain-containing proteins for drug discovery purposes. Several drugs have already been approved, while others are currently in clinical trials. This review offers a comprehensive overview of the latest developments on PWWP domain-containing proteins, including their structural characteristics and biological significance. It also provides detailed insights into the drug discovery process targeting these proteins, including screening, design, and structural optimization.

Identification of potential methyltransferase NSD2 enzymatic inhibitors through a multi-step structure-based drug design

Reversing aberrant protein methylation levels is widely recognized as a key focus in cancer therapy. As an essential lysine methylation regulator, NSD2 (Nuclear receptor-binding SET Domain 2, also known as WHSC1/MMSET) regulates chromatin structural sparsity and DNA repair processes. Abnormal enhancement of NSD2 methylation activity (caused by NSD2 overexpression and point mutations) has been closely related to the initiation and development of various cancers and diseases. However, the lack of selective inhibitors hinders further therapeutic intervention and limits the exploration of its biological mechanism. Therefore, this study developed an integrated approach that includes binding feature pharmacophore modeling, gradient database screening of 120 million compounds, flexible docking, and molecular dynamic simulation. This approach was used to identify hit compounds targeting the substrate/coenzyme binding site of NSD2. Subsequently, 20 lead compounds were retrieved by using molecular docking analysis and ADMET prediction. Finally, MD simulations were performed to validate the binding stability of selected drug candidates. The findings indicated that these newly obtained compounds might be potent NSD2 inhibitors. We hope the integrated virtual screening approach will provide a valuable idea for discovering novel H3K36 methyltransferase inhibitors.

Novel dual-targeting inhibitors of NSD2 and HDAC2 for the treatment of liver cancer: structure-based virtual screening, molecular dynamics simulation, and in vitro and in vivo biological activity evaluations

Liver cancer exhibits a high degree of heterogeneity and involves intricate mechanisms. Recent research has revealed the significant role of histone lysine methylation and acetylation in the epigenetic regulation of liver cancer development. In this study, five inhibitors capable of targeting both histone lysine methyltransferase nuclear receptor-binding SET domain 2 (NSD2) and histone deacetylase 2 (HDAC2) were identified using a structure-based virtual screening approach. Notably, DT-NH-1 displayed a potent inhibition of NSD2 (IC50 = 0.08 ± 0.03 μM) and HDAC2 (IC50 = 5.24 ± 0.87 nM). DT-NH-1 also demonstrated a strong anti-proliferative activity against various liver cancer cell lines, particularly HepG2 cells, and exhibited a high level of biological safety. In an experimental xenograft model involving HepG2 cells, DT-NH-1 showed a significant reduction in tumour growth. Consequently, these findings indicate that DT-NH-1 will be a promising lead compound for the treatment of liver cancer with epigenetic dual-target inhibitors.

Discovery of a Highly Potent and Selective Inhibitor Targeting Protein Lysine Methyltransferase NSD2

The histone lysine methyltransferase NSD2 has been recognized as an attractive target for cancer treatment, due to the functional implication of its dysregulation in the initiation and progression of many cancers. Although considerable efforts have been made to develop NSD2 small-molecule inhibitors, highly potent and selective ones are still rarely available till now. Here, we report the discovery of a series of novel NSD2 inhibitors via an extensive SAR exploration of the privileged quinazoline scaffold within compound 8. The most promising compound 42 showed excellent NSD2 enzymatic inhibitory activity and good antiproliferative activity in cells. In addition, it demonstrated favorable pharmacokinetic properties and significantly inhibited the tumor growth in a RS411 tumor xenograft model with good safety. Taken together, compound 42 could be a promising NSD2 inhibitor and deserves further investigation.

Discovery of a Highly Potent Lysine Methyltransferases G9a/NSD2 Dual Inhibitor to Treat Solid Tumors

Both G9a and NSD2 have been recognized as promising therapeutic targets for cancer treatment. However, G9a inhibitors only showed moderate inhibitory activity against solid tumors and NSD2 inhibitors were limited to the treatment of hematological malignancies. Inspired by the advantages of dual-target inhibitors that show great potential in enhancing efficiency, we developed a series of highly potent G9a/NSD2 dual inhibitors to treat solid tumors. The candidate 16 demonstrated much enhanced antiproliferative activity compared to the selective G9a inhibitor 3 and NSD2 inhibitor 15. In addition, it exhibited superior potency in inhibiting colony formation, inducing cell apoptosis, and blocking cancer cell metastasis. Furthermore, it effectively inhibited the catalytic functions of both G9a and NSD2 in cells and exhibited significant antitumor efficacy in the PANC-1 xenograft model with good safety. Therefore, compound 16 as a highly potent G9a/NSD2 dual inhibitor presents an attractive anticancer drug candidate for the treatment of solid tumors.

Predicting Chemical Immunotoxicity through Data-Driven QSAR Modeling of Aryl Hydrocarbon Receptor Agonism and Related Toxicity Mechanisms

Computational modeling has emerged as a time-saving and cost-effective alternative to traditional animal testing for assessing chemicals for their potential hazards. However, few computational modeling studies for immunotoxicity were reported, with few models available for predicting toxicants due to the lack of training data and the complex mechanisms of immunotoxicity. In this study, we employed a data-driven quantitative structure-activity relationship (QSAR) modeling workflow to extensively enlarge the limited training data by revealing multiple targets involved in immunotoxicity. To this end, a probe data set of 6,341 chemicals was obtained from a high-throughput screening (HTS) assay testing for the activation of the aryl hydrocarbon receptor (AhR) signaling pathway, a key event leading to immunotoxicity. Searching this probe data set against PubChem yielded 3,183 assays with testing results for varying proportions of these 6,341 compounds. 100 assays were selected to develop QSAR models based on their correlations to AhR agonism. Twelve individual QSAR models were built for each assay using combinations of four machine-learning algorithms and three molecular fingerprints. 5-fold cross-validation of the resulting models showed good predictivity (average CCR = 0.73). A total of 20 assays were further selected based on QSAR model performance, and their resulting QSAR models showed good predictivity of potential immunotoxicants from external chemicals. This study provides a computational modeling strategy that can utilize large public toxicity data sets for modeling immunotoxicity and other toxicity endpoints, which have limited training data and complicated toxicity mechanisms.

Next-Generation Therapies for Multiple Myeloma

Recent therapeutic advances have significantly improved the outcome for patients with multiple myeloma (MM). The backbone of successful standard therapy is the combination of Ikaros degraders, glucocorticoids, and proteasome inhibitors that interfere with the integrity of myeloma-specific superenhancers by directly or indirectly targeting enhancer-bound transcription factors and coactivators that control expression of MM dependency genes. T cell engagers and chimeric antigen receptor T cells redirect patients' own T cells onto defined tumor antigens to kill MM cells. They have induced complete remissions even in end-stage patients. Unfortunately, responses to both conventional therapy and immunotherapy are not durable, and tumor heterogeneity, antigen loss, and lack of T cell fitness lead to therapy resistance and relapse. Novel approaches are under development to target myeloma-specific vulnerabilities, as is the design of multimodality immunological approaches, including and beyond T cells, that simultaneously recognize multiple epitopes to prevent antigen escape and tumor relapse.

Discovery of LLC0424 as a Potent and Selective in Vivo NSD2 PROTAC Degrader

Nuclear receptor-binding SET domain-containing 2 (NSD2), a methyltransferase that primarily installs the dimethyl mark on lysine 36 of histone 3 (H3K36me2), has been recognized as a promising therapeutic target against cancer. However, existing NSD2 inhibitors suffer from low activity or inferior selectivity, and none of them can simultaneously remove the methyltransferase activity and chromatin binding function of NSD2. Herein we report the discovery of a novel NSD2 degrader LLC0424 by leveraging the proteolysis-targeting chimera technology. LLC0424 potently degraded NSD2 protein with a DC50 value of 20 nM and a Dmax value of 96% in acute lymphoblastic leukemia (ALL) RPMI-8402 cells. Mechanistic studies revealed LLC0424 to selectively induce NSD2 degradation in a cereblon- and proteasome-dependent fashion. LLC0424 also caused continuous downregulation of H3K36me2 and growth inhibition of ALL cell lines with NSD2 mutation. Importantly, intravenous or intraperitoneal injection of LLC0424 showed potent NSD2 degradation in vivo.

SETDB1: Progress and prospects in cancer treatment potential and inhibitor research

SET domain bifurcated methyltransferase 1 (SETDB1) serves as a histone lysine methyltransferase, catalyzing the di- and tri-methylation of histone H3K9. Mounting evidence indicates that the abnormal expression or activity of SETDB1, either through amplification or mutation, plays a crucial role in tumorigenesis and progression. This is particularly evident in the context of tumor immune evasion and resistance to immune checkpoint blockade therapy. Furthermore, there is a robust association between SETDB1 dysregulation and an unfavorable prognosis across various types of tumors. The oncogenic role of SETDB1 primarily arises from its methyltransferase function, which contributes to the establishment of a condensed and transcriptionally inactive heterochromatin state. This results in the inactivation of genes that typically hinder cancer development and silencing of retrotransposons that could potentially trigger an immune response. These findings underscore the substantial potential for SETDB1 as an anti-tumor therapeutic target. Nevertheless, despite significant strides in recent years in tumor biology research, challenges persist in SETDB1-targeted therapy. To better facilitate the development of anti-tumor therapy targeting SETDB1, we have conducted a comprehensive review of SETDB1 in this account. We present the structure and function of SETDB1, its role in various tumors and immune regulation, as well as the advancements made in SETDB1 antagonists. Furthermore, we discuss the challenges encountered and provide perspectives for the development of SETDB1-targeted anti-tumor therapy.

NSD family proteins: Rising stars as therapeutic targets

Epigenetic modifications, including DNA methylation and histone post-translational modifications, intricately regulate gene expression patterns by influencing DNA accessibility and chromatin structure in higher organisms. These modifications are heritable, are independent of primary DNA sequences, undergo dynamic changes during development and differentiation, and are frequently disrupted in human diseases. The reversibility of epigenetic modifications makes them promising targets for therapeutic intervention and drugs targeting epigenetic regulators (e.g., tazemetostat, targeting the H3K27 methyltransferase EZH2) have been applied in clinical therapy for multiple cancers. The NSD family of H3K36 methyltransferase enzymes-including NSD1 (KMT3B), NSD2 (MMSET/WHSC1), and NSD3 (WHSC1L1)-are now receiving drug development attention, with the exciting advent of an NSD2 inhibitor (KTX-1001) advancing to Phase I clinical trials for relapsed or refractory multiple myeloma. NSD proteins recognize and catalyze methylation of histone lysine marks, thereby regulating chromatin integrity and gene expression. Multiple studies have implicated NSD proteins in human disease, noting impacts from translocations, aberrant expression, and various dysfunctional somatic mutations. Here, we review the biological functions of NSD proteins, epigenetic cooperation related to NSD proteins, and the accumulating evidence linking these proteins to developmental disorders and tumorigenesis, while additionally considering prospects for the development of innovative epigenetic therapies.

Advances in inhibitor development targeting the PWWP domain

The PWWP domain binds to both histone and DNA of a nucleosome in a bivalent way. PWWP domain-containing proteins are involved in different biological processes, and their aberrant expression is implicated in various human diseases. Here, we discuss the recent developments and challenges in targeting the PWWP domain for therapeutic intervention.

Proteomics contributions to epigenetic drug discovery

The combined activity of epigenetic features, which include histone post-translational modifications, DNA methylation, and nucleosome positioning, regulates gene expression independently from changes in the DNA sequence, defining how the shared genetic information of an organism is used to generate different cell phenotypes. Alterations in epigenetic processes have been linked with a multitude of diseases, including cancer, fueling interest in the discovery of drugs targeting the proteins responsible for writing, erasing, or reading histone and DNA modifications. Mass spectrometry (MS)-based proteomics has emerged as a versatile tool that can assist drug discovery pipelines from target validation, through target deconvolution, to monitoring drug efficacy in vivo. Here, we provide an overview of the contributions of MS-based proteomics to epigenetic drug discovery, describing the main approaches that can be used to support different drug discovery pipelines and highlighting how they contributed to the development and characterization of epigenetic drugs.

Drug Discovery Targeting Nuclear Receptor Binding SET Domain Protein 2 (NSD2)

Nuclear receptor binding SET domain proteins (NSDs) catalyze the mono- or dimethylation of histone 3 lysine 36 (H3K36me1 and H3K36me2), using S-adenosyl-l-methionine (SAM) as a methyl donor. As a key member of the NSD family of proteins, NSD2 plays an important role in the pathogenesis and progression of various diseases such as cancers, inflammations, and infectious diseases, serving as a promising drug target. Developing potent and specific NSD2 inhibitors may provide potential novel therapeutics. Several NSD2 inhibitors and degraders have been discovered while remaining in the early stage of drug development. Excitingly, KTX-1001, a selective NSD2 inhibitor, has entered clinical trials. In this Perspective, the structures and functions of NSD2, its roles in various human diseases, and the recent advances in drug discovery strategies targeting NSD2 have been summarized. The challenges, opportunities, and future directions for developing NSD2 inhibitors and degraders are also discussed.