The neurofibromatosis type 2 (NF2) gene encodes merlin, a tumor suppressor protein frequently inactivated in schwannoma, meningioma, and malignant mesothelioma (MM). The sequence of merlin is similar to that of ezrin/radixin/moesin (ERM) proteins which crosslink actin with the plasma membrane, suggesting that merlin plays a role in transducing extracellular signals to the actin cytoskeleton. Merlin adopts a distinct closed conformation defined by specific intramolecular interactions and regulates diverse cellular events such as transcription, translation, ubiquitination, and miRNA biosynthesis, many of which are mediated through Hippo and mTOR signaling, which are known to be closely involved in cancer development. MM is a very aggressive tumor associated with asbestos exposure, and genetic alterations in NF2 that abrogate merlin’s functional activity are found in about 40% of MMs, indicating the importance of NF2 inactivation in MM development and progression. In this review, we summarize the current knowledge of molecular events triggered by NF2/merlin inactivation, which lead to the development of mesothelioma and other cancers, and discuss potential therapeutic targets in merlin-deficient mesotheliomas.
Inactivation of tumor-suppressive Hippo signaling pathway is frequently observed in mesothelioma, which leads to the activation of yes-associated protein (YAP) and TAZ (also known as WW domain–containing transcription regulator 1; YAP/TAZ) transcriptional coactivators. YAP/TAZ form complexes with TEAD family members, DNA-binding proteins, to activate transcription, which promotes cancer cell growth and proliferation. Recently developed TEAD inhibitors exhibit antitumor activity by inhibiting the formation of the transcription complex through binding to TEAD; however, the antitumor activity of TEAD inhibitors against mesothelioma remains to be fully elucidated. Here, we show that the TEAD inhibitor K-975 acts as a pan-TEAD inhibitor and selectively inhibits the binding of TEAD-binding proteins, especially YAP/TAZ, in mesothelioma cells. In studies using a panel of mesothelioma cell lines, K-975 showed a significant growth inhibitory effect on Hippo-inactivated mesothelioma cells, but some of these cell lines exhibited primary resistance to K-975. Differential gene expression analysis revealed that cells resistant to K-975 exhibited activation of MYC signaling in the presence of K-975, and cells overexpressed with MYC showed strong drug resistance, in vitro and in vivo. Our study revealed the features of a subset of mesothelioma cells that proliferate in a TEAD-independent manner and provides important insights for the successful development of therapeutic strategies for mesothelioma with Hippo pathway inactivation.
Background: Mesothelioma is a neoplastic disease associated with asbestos exposure. It is highly malignant and has a poor prognosis; thus, early detection is desirable. Recent whole‐genome analysis has revealed that mesothelioma is characterized by a high frequency of mutations in a set of genes involved in the Hippo pathway, such as NF2 and LATS2. However, a rapid, simple, and precise method for finding mesothelioma with these mutations has not yet been established.Methods: Clustering of Hippo pathway gene alteration groups and the differential expression of each gene in mesothelioma patients were analyzed using The Cancer Genome Atlas database. Gene expression levels in various tumors and normal tissues were analyzed using public databases. Knockdown or transient expression of YAP1 or TAZ was performed to evaluate the regulation of gene expression by these genes. NT‐proBNP was measured in the pleural effusions of 18 patients and was compared with NF2 expression in five cases where cell lines had been successfully established.Results: NPPB mRNA expression was markedly higher in the group of mesothelioma patients with Hippo pathway gene mutations than in the group without them. NPPB expression was low in all normal tissues except heart, and was highest in mesothelioma. Mesothelioma patients in the high NPPB expression group had a significantly worse prognosis than those in the low NPPB expression group. NPPB expression was suppressed by knockdown of YAP1 or TAZ. NT‐proBNP was abundant in the effusions of mesothelioma patients and was particularly high in those with impaired NF2 expression.Conclusions: NPPB, whose levels can be measured in pleural effusions of mesothelioma patients, has the potential to act as a biomarker to detect NF2‐Hippo pathway gene alterations and/or predict patient prognosis. Additionally, it may provide useful molecular insights for a better understanding of mesothelioma pathogenesis and for the development of novel therapies.
Background: Curcumin, a major polyphenol of the spice turmeric, acts as a potent chemopreventive and chemotherapeutic agent in several cancer types, including colon cancer. Although various proteins have been shown to be affected by curcumin, how curcumin exerts its anticancer activity is not fully understood. Materials and Methods: Phosphoproteomic analyses were performed using SW480 and SW620 human colon cancer cells to identify curcumin-affected signaling pathways. Results: Curcumin inhibited the growth of the two cell lines in a dose-dependent manner. Thirty-nine curcumin-regulated phosphoproteins were identified, five of which are involved in cancer signaling pathways. Detailed analyses revealed that the mTORC1 and p53 signaling pathways are main targets of curcumin. Conclusion: Our results provide insight into the molecular mechanisms of the anticancer activities of curcumin and future molecular targets for its clinical application.
As manufacturing and service operations have been increasingly becoming complicated, planning and scheduling which directly relate to manufacturing cost, production quality, level of services are becoming more challenging and promising. To date, a variety of planning and scheduling methods have been developed to support decision making in planning and scheduling. In most manufacturing and service operations, however, planning and scheduling are still heavily relying on high-skilled planners. According to our experiences, the reason is that, real planning and scheduling problems are partly fuzzy and dynamically changing, which make them impossible to be concretely defined by mathematical models and to be solved by conventional methods. To automating planning and scheduling, in our opinion, effectively taking advantage of high-skilled planners’ know-hows plays an important role. To this end, we develop a framework, MLCP, which integrates machine learning and optimization for real planning and scheduling problems. Since the machine learning module and optimization module in the framework are independently operable but working cooperatively, MLCP can be an useful tool for constructing large-scaled system of systems with complex planning and scheduling tasks. Through a case study, we show that, implicit know-hows of high-skilled planners such as preference for schedules can be extracted from historical schedules and imported into new schedules by employing the framework.
Inactivation of tumor-suppressive Hippo signaling pathway is frequently observed in mesothelioma, which leads to the activation of yes-associated protein (YAP) and TAZ (also known as WW domain–containing transcription regulator 1; YAP/TAZ) transcriptional coactivators. YAP/TAZ form complexes with TEAD family members, DNA-binding proteins, to activate transcription, which promotes cancer cell growth and proliferation. Recently developed TEAD inhibitors exhibit antitumor activity by inhibiting the formation of the transcription complex through binding to TEAD; however, the antitumor activity of TEAD inhibitors against mesothelioma remains to be fully elucidated. Here, we show that the TEAD inhibitor K-975 acts as a pan-TEAD inhibitor and selectively inhibits the binding of TEAD-binding proteins, especially YAP/TAZ, in mesothelioma cells. In studies using a panel of mesothelioma cell lines, K-975 showed a significant growth inhibitory effect on Hippo-inactivated mesothelioma cells, but some of these cell lines exhibited primary resistance to K-975. Differential gene expression analysis revealed that cells resistant to K-975 exhibited activation of MYC signaling in the presence of K-975, and cells overexpressed with MYC showed strong drug resistance, in vitro and in vivo. Our study revealed the features of a subset of mesothelioma cells that proliferate in a TEAD-independent manner and provides important insights for the successful development of therapeutic strategies for mesothelioma with Hippo pathway inactivation.