Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 40
Filter
1.
Plant Mol Biol ; 112(6): 309-323, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37378835

ABSTRACT

Aerial root mucilage can enhance nitrogen fixation by providing sugar and low oxygen environment to the rhizosphere microbiome in Sierra Mixe maize. Aerial root mucilage has long been documented in sorghum (Sorghum bicolor), but little is known about the biological significance, genotypic variation, and genetic regulation of this biological process. In the present study, we found that a large variation of mucilage secretion capacity existed in a sorghum panel consisting of 146 accessions. Mucilage secretion occurred primarily in young aerial roots under adequately humid conditions but decreased or stopped in mature long aerial roots or under dry conditions. The main components of the mucilage-soluble were glucose and fructose, as revealed by sugar profiling of cultivated and wild sorghum. The mucilage secretion capacity of landrace grain sorghum was significantly higher than that of wild sorghum. Transcriptome analysis revealed that 1844 genes were upregulated and 2617 genes were downregulated in mucilage secreting roots. Amongst these 4461 differentially expressed genes, 82 genes belonged to glycosyltransferases and glucuronidation pathways. Sobic.010G120200, encoding a UDP-glycosyltransferase, was identified by both GWAS and transcriptome analysis as a candidate gene, which may be involved in the regulation of mucilage secretion in sorghum through a negative regulatory mechanism.


Subject(s)
Sorghum , Sorghum/genetics , Sorghum/metabolism , Transcriptome , Sugars/metabolism , Genome-Wide Association Study , Polysaccharides/metabolism , Gene Expression Profiling , Edible Grain/genetics , Genetic Variation
2.
Acta Pharmaceutica Sinica ; (12): 2528-2542, 2022.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-937053

ABSTRACT

The bZIP (basic leucine zipper) gene family is one of the largest transcription factor families in eukaryotes, and its members play important roles in stress response, secondary metabolism, plant growth, seed development and other aspects. To investigate the biological functions of the bZIP (CsbZIP) gene in Cannabis sativa L., we systematically investigated the CsbZIP gene family using bioinformatics methods based on the whole-genome and transcriptome data. The results showed that 55 CsbZIP gene family members (CsbZIP1-CsbZIP55) were identified and distributed on 10 chromosomes, belonging to 12 subfamilies. The gene structure and protein motif distribution of the same subfamily members were similar. Segment repeats were the main reasons for the expansion of CsbZIP gene family. Cis-elements analysis showed that the promoter regions of 73 lipid synthesis genes contained G-box or A-box element. qRT-PCR showed that the relative expression levels of 7 CsbZIP genes and 7 lipid synthesis genes were relatively high in hemp seed. 7 CsbZIP genes had a significant positive correlation with 7 lipid synthesis genes. This study revealed the structural features, evolutionary patterns and expression patterns of CsbZIP, providing important clues for further study on the regulation of CsbZIP on oil metabolism of hemp seed.

3.
Sci Rep ; 11(1): 1399, 2021 01 14.
Article in English | MEDLINE | ID: mdl-33446805

ABSTRACT

SHP2 is a ubiquitous tyrosine phosphatase involved in regulating both tumor and immune cell signaling. In this study, we discovered a novel immune modulatory function of SHP2. Targeting this protein with allosteric SHP2 inhibitors promoted anti-tumor immunity, including enhancing T cell cytotoxic function and immune-mediated tumor regression. Knockout of SHP2 using CRISPR/Cas9 gene editing showed that targeting SHP2 in cancer cells contributes to this immune response. Inhibition of SHP2 activity augmented tumor intrinsic IFNγ signaling resulting in enhanced chemoattractant cytokine release and cytotoxic T cell recruitment, as well as increased expression of MHC Class I and PD-L1 on the cancer cell surface. Furthermore, SHP2 inhibition diminished the differentiation and inhibitory function of immune suppressive myeloid cells in the tumor microenvironment. SHP2 inhibition enhanced responses to anti-PD-1 blockade in syngeneic mouse models. Overall, our study reveals novel functions of SHP2 in tumor immunity and proposes that targeting SHP2 is a promising strategy for cancer immunotherapy.


Subject(s)
Immunity, Cellular , Neoplasm Proteins/immunology , Neoplasms, Experimental/immunology , Protein Tyrosine Phosphatase, Non-Receptor Type 11/immunology , Signal Transduction/immunology , T-Lymphocytes/immunology , Animals , Cell Line, Tumor , Gene Knockout Techniques , HEK293 Cells , Humans , Mice , Mice, Inbred BALB C , Neoplasm Proteins/genetics , Neoplasms, Experimental/genetics , Protein Tyrosine Phosphatase, Non-Receptor Type 11/genetics , Signal Transduction/genetics
4.
Clin Cancer Res ; 27(1): 342-354, 2021 01 01.
Article in English | MEDLINE | ID: mdl-33046519

ABSTRACT

PURPOSE: SHP2 inhibitors offer an appealing and novel approach to inhibit receptor tyrosine kinase (RTK) signaling, which is the oncogenic driver in many tumors or is frequently feedback activated in response to targeted therapies including RTK inhibitors and MAPK inhibitors. We seek to evaluate the efficacy and synergistic mechanisms of combinations with a novel SHP2 inhibitor, TNO155, to inform their clinical development. EXPERIMENTAL DESIGN: The combinations of TNO155 with EGFR inhibitors (EGFRi), BRAFi, KRASG12Ci, CDK4/6i, and anti-programmed cell death-1 (PD-1) antibody were tested in appropriate cancer models in vitro and in vivo, and their effects on downstream signaling were examined. RESULTS: In EGFR-mutant lung cancer models, combination benefit of TNO155 and the EGFRi nazartinib was observed, coincident with sustained ERK inhibition. In BRAFV600E colorectal cancer models, TNO155 synergized with BRAF plus MEK inhibitors by blocking ERK feedback activation by different RTKs. In KRASG12C cancer cells, TNO155 effectively blocked the feedback activation of wild-type KRAS or other RAS isoforms induced by KRASG12Ci and greatly enhanced efficacy. In addition, TNO155 and the CDK4/6 inhibitor ribociclib showed combination benefit in a large panel of lung and colorectal cancer patient-derived xenografts, including those with KRAS mutations. Finally, TNO155 effectively inhibited RAS activation by colony-stimulating factor 1 receptor, which is critical for the maturation of immunosuppressive tumor-associated macrophages, and showed combination activity with anti-PD-1 antibody. CONCLUSIONS: Our findings suggest TNO155 is an effective agent for blocking both tumor-promoting and immune-suppressive RTK signaling in RTK- and MAPK-driven cancers and their tumor microenvironment. Our data provide the rationale for evaluating these combinations clinically.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/pharmacology , Immune Checkpoint Inhibitors/pharmacology , Neoplasms/drug therapy , Protein Kinase Inhibitors/pharmacology , Protein Tyrosine Phosphatase, Non-Receptor Type 11/antagonists & inhibitors , Allosteric Regulation/drug effects , Animals , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Cell Line, Tumor , Cyclin-Dependent Kinase 4/antagonists & inhibitors , Cyclin-Dependent Kinase 6/antagonists & inhibitors , Drug Synergism , ErbB Receptors/antagonists & inhibitors , Female , Humans , Immune Checkpoint Inhibitors/therapeutic use , Mice , Mutation , Neoplasms/genetics , Neoplasms/immunology , Neoplasms/pathology , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Protein Kinase Inhibitors/therapeutic use , Proto-Oncogene Proteins B-raf/antagonists & inhibitors , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins p21(ras)/antagonists & inhibitors , Proto-Oncogene Proteins p21(ras)/genetics , Tumor-Associated Macrophages/drug effects , Tumor-Associated Macrophages/immunology , Xenograft Model Antitumor Assays
5.
Polymers (Basel) ; 13(1)2020 Dec 28.
Article in English | MEDLINE | ID: mdl-33379328

ABSTRACT

Even though the characteristics of polymer materials are sensitive to temperature, the mechanical properties of polymer nanocomposites have rarely been studied before, especially for the fatigue behavior of hybrid polymer nanocomposites. Hence, the tensile quasi-static and fatigue tests for the epoxy nanocomposites reinforced with multi-walled carbon nanotubes (CNTs) and graphene nanoplatelets (GNPs) were performed at different temperatures in the study to investigate the temperature-dependent synergistic effect of hybrid nano-fillers on the studied properties. The temperature and the filler ratio were the main variables considered in the experimental program. A synergistic index was employed to quantify and evaluate the synergistic effect of hybrid fillers on the studied properties. Experimental results show that both the monotonic and fatigue strength decrease with increasing temperature significantly. The nanocomposites with a MWCNT (multi-walled CNT): GNP ratio of 9:1 display higher monotonic modulus/strength and fatigue strength than those with other filler ratios. The tensile strengths of the nanocomposite specimens with a MWCNT:GNP ratio of 9:1 are 10.0, 5.5, 12.9, 23.4, and 58.9% higher than those of neat epoxy at -28, 2, 22, 52, and 82 °C, respectively. The endurance limits of the nanocomposites with this specific filler ratio are increased by 7.7, 26.7, 5.6, 30.6, and 42.4% from those of pristine epoxy under the identical temperature conditions, respectively. Furthermore, the synergistic effect for this optimal nanocomposite increases with temperature. The CNTs bridge the adjacent GNPs to constitute the 3-D network of nano-filler and prevent the agglomeration of GNPs, further improve the studied strength. Observing the fracture surfaces reveals that crack deflect effect and the bridging effect of nano-fillers are the main reinforcement mechanisms to improve the studied properties. The pullout of nano-fillers from polymer matrix at high temperatures reduces the monotonic and fatigue strengths. However, high temperature is beneficial to the synergistic effect of hybrid fillers because the nano-fillers dispersed in the softened matrix are easy to align toward the directions favorable to load transfer.

6.
Exp Mol Med ; 52(11): 1857-1868, 2020 11.
Article in English | MEDLINE | ID: mdl-33235319

ABSTRACT

Hepatocellular carcinoma (HCC) is a lethal cancer with limited therapeutic options, and standard therapy with sorafenib provides only modest survival benefits. Fibroblast growth factor 19 (FGF19) has been proposed as a driver oncogene, and targeting its receptor, FGFR-4, may provide a better alternative to standard therapy for patients with FGF19-driven tumors. Sixty-three HCC patient-derived xenograft (PDX) models were screened for FGF19 expression. Mice bearing high and low FGF19-expressing tumors were treated with FGF401 and/or vinorelbine, and the antitumor activity of both agents was assessed individually and in combination. Tumor vasculature and intratumoral hypoxia were also examined. High FGF19 expression was detected in 14.3% (9 of 63) of the HCC models tested and may represent a good target for HCC treatment. FGF401 potently inhibited the growth of high FGF19-expressing HCC models regardless of FGF19 gene amplification. Furthermore, FGF401 inhibited the FGF19/FGFR-4 signaling pathway, cell proliferation, and hypoxia, induced apoptosis and blood vessel normalization and prolonged the overall survival (OS) of mice bearing high FGF19 tumors. FGF401 synergistically acted with the microtubule-depolymerizing drug vinorelbine to further suppress tumor growth, promote apoptosis, and prolong the OS of mice bearing high FGF19 tumors, with no evidence of increased toxicity. Our study suggests that a subset of patients with high FGF19-expressing HCC tumors could benefit from FGF401 or FGF401/vinorelbine treatment. A high level of FGF19 in a tumor may serve as a potential biomarker for patient selection.


Subject(s)
Antineoplastic Agents, Phytogenic/pharmacology , Carcinoma, Hepatocellular/metabolism , Fibroblast Growth Factors/metabolism , Liver Neoplasms/metabolism , Piperazines/pharmacology , Pyridines/pharmacology , Vinorelbine/pharmacology , Animals , Apoptosis , Carcinoma, Hepatocellular/drug therapy , Carcinoma, Hepatocellular/etiology , Carcinoma, Hepatocellular/pathology , Cell Cycle/drug effects , Cell Line, Tumor , Cell Proliferation/drug effects , Disease Models, Animal , Drug Synergism , Fibroblast Growth Factors/antagonists & inhibitors , Fibroblast Growth Factors/genetics , Gene Expression , Humans , Immunohistochemistry , Liver Neoplasms/drug therapy , Liver Neoplasms/etiology , Liver Neoplasms/pathology , Mice , Receptor, Fibroblast Growth Factor, Type 4/antagonists & inhibitors , Receptor, Fibroblast Growth Factor, Type 4/genetics , Receptor, Fibroblast Growth Factor, Type 4/metabolism , Xenograft Model Antitumor Assays
7.
Oncotarget ; 11(19): 1691-1704, 2020 May 12.
Article in English | MEDLINE | ID: mdl-32477459

ABSTRACT

Ewing sarcoma (ES) is a malignant pediatric bone and soft tissue tumor. Patients with metastatic ES have a dismal outcome which has not been improved in decades. The major challenge in the treatment of metastatic ES is the lack of specific targets and rational combinatorial therapy. We recently found that protein phosphatase 1 regulatory subunit 1A (PPP1R1A) is specifically highly expressed in ES and promotes tumor growth and metastasis in ES. In the current investigation, we show that PPP1R1A regulates ES cell cycle progression in G1/S phase by down-regulating cell cycle inhibitors p21Cip1 and p27Kip1, which leads to retinoblastoma (Rb) protein hyperphosphorylation. In addition, we show that PPP1R1A promotes normal transcription of histone genes during cell cycle progression. Importantly, we demonstrate a synergistic/additive effect of the combinatorial therapy of PPP1R1A and insulin-like growth factor 1 receptor (IGF-1R) inhibition on decreasing ES cell proliferation and migration in vitro and limiting xenograft tumor growth and metastasis in vivo. Taken together, our findings suggest a role of PPP1R1A as an ES specific cell cycle modulator and that simultaneous targeting of PPP1R1A and IGF-1R pathways is a promising specific and effective strategy to treat both primary and metastatic ES.

8.
Invest New Drugs ; 38(6): 1774-1783, 2020 12.
Article in English | MEDLINE | ID: mdl-32410080

ABSTRACT

Background Overcoming resistance to anti-epidermal growth factor receptor (EGFR) monoclonal antibodies (mAbs) in patients with KRAS wildtype (WT) metastatic colorectal cancer (mCRC) could help meet the needs of patients with limited treatment options. Methods In this phase 1b study, patients with N/KRAS WT, MET-positive mCRC who had progressed following anti-EGFR mAb treatment received escalating oral doses of capmatinib (150, 300, and 400 mg) twice daily plus weekly intravenous cetuximab (at the approved dose). The primary objective was to establish a recommended dose for expansion (RDE) of capmatinib in combination with cetuximab. Safety, preliminary activity, pharmacokinetics, and pharmacodynamics were also explored. Results Thirteen patients were enrolled. No patients experienced a dose-limiting toxicity at investigated doses; the RDE was established as capmatinib 400 mg twice daily plus cetuximab. All patients experienced adverse events (AEs) suspected to be related to the study treatment. Five patients (38.5%) reported study-drug-related AEs of grade 3/4 in severity. No patients achieved a complete or partial response according to RECIST v1.1; however, tumor shrinkage of 29-44% was observed in 4 patients. Conclusions Capmatinib plus cetuximab was well tolerated. Preliminary signs of activity were observed. Further investigation is warranted to obtain efficacy data and refine predictive biomarkers of response. Clinical trial registration NCT02205398.


Subject(s)
Antineoplastic Agents/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Benzamides/administration & dosage , Cetuximab/administration & dosage , Colorectal Neoplasms/drug therapy , Imidazoles/administration & dosage , Protein Kinase Inhibitors/administration & dosage , Proto-Oncogene Proteins c-met/antagonists & inhibitors , Triazines/administration & dosage , Adult , Aged , Antineoplastic Agents/adverse effects , Antineoplastic Agents/pharmacokinetics , Antineoplastic Combined Chemotherapy Protocols/pharmacokinetics , Benzamides/adverse effects , Benzamides/pharmacokinetics , Cell Line, Tumor , Cetuximab/adverse effects , Cetuximab/pharmacokinetics , Colorectal Neoplasms/genetics , Colorectal Neoplasms/metabolism , Colorectal Neoplasms/pathology , Disease Progression , Drug Resistance, Neoplasm , ErbB Receptors/antagonists & inhibitors , Female , Head and Neck Neoplasms/drug therapy , Humans , Imidazoles/adverse effects , Imidazoles/pharmacokinetics , Male , Maximum Tolerated Dose , Middle Aged , Protein Kinase Inhibitors/adverse effects , Protein Kinase Inhibitors/pharmacokinetics , Proto-Oncogene Proteins c-met/metabolism , Response Evaluation Criteria in Solid Tumors , Squamous Cell Carcinoma of Head and Neck/drug therapy , Triazines/adverse effects , Triazines/pharmacokinetics , ras Proteins/genetics
9.
Oncotarget ; 11(3): 265-281, 2020 Jan 21.
Article in English | MEDLINE | ID: mdl-32076487

ABSTRACT

SHP2 mediates RAS activation downstream of multiple receptor tyrosine kinases (RTKs) and cancer cell lines dependent on RTKs are in general dependent on SHP2. Profiling of the allosteric SHP2 inhibitor SHP099 across cancer cell lines harboring various RTK dependencies reveals that FGFR-dependent cells are often insensitive to SHP099 when compared to EGFR-dependent cells. We find that FGFR-driven cells depend on SHP2 but exhibit resistance to SHP2 inhibitors in vitro and in vivo. Treatment of such models with SHP2 inhibitors results in an initial decrease in phosphorylated ERK1/2 (p-ERK) levels, however p-ERK levels rapidly rebound within two hours. This p-ERK rebound is blocked by FGFR inhibitors or high doses of SHP2 inhibitors. Mechanistically, compared with EGFR-driven cells, FGFR-driven cells tend to express high levels of RTK negative regulators such as the SPRY family proteins, which are rapidly downregulated upon ERK inhibition. Moreover, over-expression of SPRY4 in FGFR-driven cells prevents MAPK pathway reactivation and sensitizes them to SHP2 inhibitors. We also identified two novel combination approaches to enhance the efficacy of SHP2 inhibitors, either with a distinct site 2 allosteric SHP2 inhibitor or with a RAS-SOS1 interaction inhibitor. Our findings suggest the rapid FGFR feedback activation following initial pathway inhibition by SHP2 inhibitors may promote the open conformation of SHP2 and lead to resistance to SHP2 inhibitors. These findings may assist to refine patient selection and predict resistance mechanisms in the clinical development of SHP2 inhibitors and to suggest strategies for discovering SHP2 inhibitors that are more effective against upstream feedback activation.

10.
BMC Genomics ; 21(1): 112, 2020 Jan 31.
Article in English | MEDLINE | ID: mdl-32005168

ABSTRACT

BACKGROUND: In sorghum (Sorghum bicolor), one paramount breeding objective is to increase grain quality. The nutritional quality and end use value of sorghum grains are primarily influenced by the proportions of tannins, starch and proteins, but the genetic basis of these grain quality traits remains largely unknown. This study aimed to dissect the natural variation of sorghum grain quality traits and identify the underpinning genetic loci by genome-wide association study. RESULTS: Levels of starch, tannins and 17 amino acids were quantified in 196 diverse sorghum inbred lines, and 44 traits based on known metabolic pathways and biochemical interactions amongst the 17 amino acids calculated. A Genome-wide association study (GWAS) with 3,512,517 SNPs from re-sequencing data identified 14, 15 and 711 significant SNPs which represented 14, 14, 492 genetic loci associated with levels of tannins, starch and amino acids in sorghum grains, respectively. Amongst these significant SNPs, two SNPs were associated with tannin content on chromosome 4 and colocalized with three previously identified loci for Tannin1, and orthologs of Zm1 and TT16 genes. One SNP associated with starch content colocalized with sucrose phosphate synthase gene. Furthermore, homologues of opaque1 and opaque2 genes associated with amino acid content were identified. Using the KEGG pathway database, six and three candidate genes of tannins and starch were mapped into 12 and 3 metabolism pathways, respectively. Thirty-four candidate genes were mapped into 16 biosynthetic and catabolic pathways of amino acids. We finally reconstructed the biosynthetic pathways for aspartate and branched-chain amino acids based on 15 candidate genes identified in this study. CONCLUSION: Promising candidate genes associated with grain quality traits have been identified in the present study. Some of them colocalized with previously identified genetic regions, but novel candidate genes involved in various metabolic pathways which influence grain quality traits have been dissected. Our study acts as an entry point for further validation studies to elucidate the complex mechanisms controlling grain quality traits such as tannins, starch and amino acids in sorghum.


Subject(s)
Gene Regulatory Networks , Genome-Wide Association Study/methods , Quantitative Trait Loci , Sorghum/chemistry , Chromosome Mapping , Edible Grain/chemistry , Edible Grain/genetics , Edible Grain/standards , Linkage Disequilibrium , Plant Breeding , Plant Proteins/genetics , Polymorphism, Single Nucleotide , Sequence Analysis, DNA , Sorghum/genetics , Starch/analysis , Tannins/analysis
11.
Mol Cancer Ther ; 18(12): 2368-2380, 2019 12.
Article in English | MEDLINE | ID: mdl-31439712

ABSTRACT

KRAS, an oncogene mutated in nearly one third of human cancers, remains a pharmacologic challenge for direct inhibition except for recent advances in selective inhibitors targeting the G12C variant. Here, we report that selective inhibition of the protein tyrosine phosphatase, SHP2, can impair the proliferation of KRAS-mutant cancer cells in vitro and in vivo using cell line xenografts and primary human tumors. In vitro, sensitivity of KRAS-mutant cells toward the allosteric SHP2 inhibitor, SHP099, is not apparent when cells are grown on plastic in 2D monolayer, but is revealed when cells are grown as 3D multicellular spheroids. This antitumor activity is also observed in vivo in mouse models. Interrogation of the MAPK pathway in SHP099-treated KRAS-mutant cancer models demonstrated similar modulation of p-ERK and DUSP6 transcripts in 2D, 3D, and in vivo, suggesting a MAPK pathway-dependent mechanism and possible non-MAPK pathway-dependent mechanisms in tumor cells or tumor microenvironment for the in vivo efficacy. For the KRASG12C MIAPaCa-2 model, we demonstrate that the efficacy is cancer cell intrinsic as there is minimal antiangiogenic activity by SHP099, and the effects of SHP099 is recapitulated by genetic depletion of SHP2 in cancer cells. Furthermore, we demonstrate that SHP099 efficacy in KRAS-mutant models can be recapitulated with RTK inhibitors, suggesting RTK activity is responsible for the SHP2 activation. Taken together, these data reveal that many KRAS-mutant cancers depend on upstream signaling from RTK and SHP2, and provide a new therapeutic framework for treating KRAS-mutant cancers with SHP2 inhibitors.


Subject(s)
Neoplasms/drug therapy , Neoplasms/genetics , Protein Tyrosine Phosphatase, Non-Receptor Type 11/antagonists & inhibitors , Proto-Oncogene Proteins p21(ras)/genetics , Tachykinins/antagonists & inhibitors , Animals , Cell Line, Tumor , Disease Models, Animal , Female , Humans , Mice , Neoplasms/pathology , Signal Transduction , Xenograft Model Antitumor Assays
12.
Mol Cancer Ther ; 18(7): 1323-1334, 2019 07.
Article in English | MEDLINE | ID: mdl-31068384

ABSTRACT

FGFR1 was recently shown to be activated as part of a compensatory response to prolonged treatment with the MEK inhibitor trametinib in several KRAS-mutant lung and pancreatic cancer cell lines. We hypothesize that other receptor tyrosine kinases (RTK) are also feedback-activated in this context. Herein, we profile a large panel of KRAS-mutant cancer cell lines for the contribution of RTKs to the feedback activation of phospho-MEK following MEK inhibition, using an SHP2 inhibitor (SHP099) that blocks RAS activation mediated by multiple RTKs. We find that RTK-driven feedback activation widely exists in KRAS-mutant cancer cells, to a less extent in those harboring the G13D variant, and involves several RTKs, including EGFR, FGFR, and MET. We further demonstrate that this pathway feedback activation is mediated through mutant KRAS, at least for the G12C, G12D, and G12V variants, and wild-type KRAS can also contribute significantly to the feedback activation. Finally, SHP099 and MEK inhibitors exhibit combination benefits inhibiting KRAS-mutant cancer cell proliferation in vitro and in vivo These findings provide a rationale for exploration of combining SHP2 and MAPK pathway inhibitors for treating KRAS-mutant cancers in the clinic.


Subject(s)
Acrylonitrile/analogs & derivatives , Aniline Compounds/therapeutic use , Neoplasms/genetics , Protein Tyrosine Phosphatase, Non-Receptor Type 11/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Acrylonitrile/pharmacology , Acrylonitrile/therapeutic use , Aniline Compounds/pharmacology , Animals , Cell Line, Tumor , Female , Humans , Mice , Mice, Nude , Neoplasms/metabolism , Transfection , Xenograft Model Antitumor Assays
13.
Math Biosci Eng ; 16(4): 2990-3002, 2019 04 10.
Article in English | MEDLINE | ID: mdl-31137247

ABSTRACT

Aerator is an indispensable tool in aquaculture, and China is one of the largest aquaculture countries in the world. So, the intelligent control of the aerator is of great significance to energy conservation and environmental protection and the prevention of the deterioration of dissolved oxygen. There is no intelligent aerator related work in practice and research. In this paper, we mainly study the intelligent aerator control based on deep learning, and propose a dissolved oxygen prediction algorithm with long and short term memory network, referred as DopLSTM. The prediction results are used to the intelligent control design of the aerator. As a result, it is proved that the intelligent control of the aerator can effectively reduce the power consumption and prevent the deterioration of dissolved oxygen.


Subject(s)
Algorithms , Deep Learning , Oxygen/analysis , Animals , Aquaculture/instrumentation , Aquaculture/statistics & numerical data , China , Humans , Mathematical Concepts , Water/analysis
14.
Clin Cancer Res ; 25(10): 3164-3175, 2019 05 15.
Article in English | MEDLINE | ID: mdl-30674502

ABSTRACT

PURPOSE: The selective MET inhibitor capmatinib is being investigated in multiple clinical trials, both as a single agent and in combination. Here, we describe the preclinical data of capmatinib, which supported the clinical biomarker strategy for rational patient selection. EXPERIMENTAL DESIGN: The selectivity and cellular activity of capmatinib were assessed in large cellular screening panels. Antitumor efficacy was quantified in a large set of cell line- or patient-derived xenograft models, testing single-agent or combination treatment depending on the genomic profile of the respective models. RESULTS: Capmatinib was found to be highly selective for MET over other kinases. It was active against cancer models that are characterized by MET amplification, marked MET overexpression, MET exon 14 skipping mutations, or MET activation via expression of the ligand hepatocyte growth factor (HGF). In cancer models where MET is the dominant oncogenic driver, anticancer activity could be further enhanced by combination treatments, for example, by the addition of apoptosis-inducing BH3 mimetics. The combinations of capmatinib and other kinase inhibitors resulted in enhanced anticancer activity against models where MET activation co-occurred with other oncogenic drivers, for example EGFR activating mutations. CONCLUSIONS: Activity of capmatinib in preclinical models is associated with a small number of plausible genomic features. The low fraction of cancer models that respond to capmatinib as a single agent suggests that the implementation of patient selection strategies based on these biomarkers is critical for clinical development. Capmatinib is also a rational combination partner for other kinase inhibitors to combat MET-driven resistance.


Subject(s)
Carcinoma, Non-Small-Cell Lung/drug therapy , Drug Evaluation, Preclinical/methods , Imidazoles/pharmacology , Lung Neoplasms/drug therapy , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins c-met/metabolism , Triazines/pharmacology , Animals , Benzamides , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Drug Resistance, Neoplasm/drug effects , Enzyme Activation/drug effects , Glioblastoma/drug therapy , Glioblastoma/genetics , Glioblastoma/metabolism , Glioblastoma/pathology , Hepatocyte Growth Factor/genetics , Hepatocyte Growth Factor/metabolism , Humans , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Mice , Proto-Oncogene Proteins c-met/antagonists & inhibitors , Proto-Oncogene Proteins c-met/genetics , Stomach Neoplasms/drug therapy , Stomach Neoplasms/genetics , Stomach Neoplasms/metabolism , Stomach Neoplasms/pathology , Xenograft Model Antitumor Assays
15.
Hepatology ; 69(3): 943-958, 2019 03.
Article in English | MEDLINE | ID: mdl-30575985

ABSTRACT

The fibroblast growth factor (FGF) signaling cascade is a key signaling pathway in hepatocarcinogenesis. We report high FGF receptor (FGFR) expression in 17.7% (11 of 62) of hepatocellular carcinoma (HCC) models. Infigratinib, a pan-FGFR inhibitor, potently suppresses the growth of high-FGFR-expressing and sorafenib-resistant HCCs. Infigratinib inhibits FGFR signaling and its downstream targets, cell proliferation, the angiogenic rescue program, hypoxia, invasion, and metastasis. Infigratinib also induces apoptosis and vessel normalization and improves the overall survival of mice bearing FGFR-driven HCCs. Infigratinib acts in synergy with the microtubule-depolymerizing drug vinorelbine to promote apoptosis, suppress tumor growth, and improve the overall survival of mice. Increased expression levels of FGFR-2 and FGFR-3 through gene amplification correlate with treatment response and may serve as potential biomarkers for patient selection. Conclusion: Treatments with Infigratinib alone or in combination with vinorelbine may be effective in a subset of patients with HCC with FGFR-driven tumors.


Subject(s)
Carcinoma, Hepatocellular/drug therapy , Liver Neoplasms/drug therapy , Phenylurea Compounds/therapeutic use , Pyrimidines/therapeutic use , Animals , Blood Vessels/drug effects , Carcinoma, Hepatocellular/secondary , Liver Neoplasms/pathology , Male , Mice , Mice, SCID , Phenylurea Compounds/pharmacology , Pyrimidines/pharmacology
16.
J Transl Med ; 16(1): 253, 2018 09 12.
Article in English | MEDLINE | ID: mdl-30208970

ABSTRACT

BACKGROUND: Aberrant MET tyrosine kinase signaling is known to cause cancer initiation and progression. While MET inhibitors are in clinical trials against several cancer types, the clinical efficacies are controversial and the molecular mechanisms toward sensitivity remain elusive. METHODS: With the goal to investigate the molecular basis of MET amplification (METamp) and hepatocyte growth factor (HGF) autocrine-driven tumors in response to MET tyrosine kinase inhibitors (TKI) and neutralizing antibodies, we compared cancer cells harboring METamp (MKN45 and MHCCH97H) or HGF-autocrine (JHH5 and U87) for their sensitivity and downstream biological responses to a MET-TKI (INC280) and an anti-MET monoclonal antibody (MetMab) in vitro, and for tumor inhibition in vivo. RESULTS: We find that cancer cells driven by METamp are more sensitive to INC280 than are those driven by HGF-autocrine activation. In METamp cells, INC280 induced a DNA damage response with activation of repair through the p53BP1/ATM signaling pathway. Although MetMab failed to inhibit METamp cell proliferation and tumor growth, both INC280 and MetMab reduced HGF-autocrine tumor growth. In addition, we also show that HGF stimulation promoted human HUVEC cell tube formation via the Src pathway, which was inhibited by either INC280 or MetMab. These observations suggest that in HGF-autocrine tumors, the endothelial cells are the secondary targets MET inhibitors. CONCLUSIONS: Our results demonstrate that METamp and HGF-autocrine activation favor different molecular mechanisms. While combining MET TKIs and ATM inhibitors may enhance the efficacy for treating tumors harboring METamp, a combined inhibition of MET and angiogenesis pathways may improve the therapeutic efficacy against HGF-autocrine tumors.


Subject(s)
Antibodies, Neutralizing/pharmacology , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins c-met/metabolism , Animals , Antibodies, Monoclonal/pharmacology , Ataxia Telangiectasia Mutated Proteins/metabolism , Autocrine Communication/drug effects , Benzamides , Cell Cycle Checkpoints/drug effects , Cell Line, Tumor , Cell Proliferation/drug effects , DNA Breaks, Double-Stranded/drug effects , DNA Repair/drug effects , Hepatocyte Growth Factor/metabolism , Human Umbilical Vein Endothelial Cells/drug effects , Human Umbilical Vein Endothelial Cells/metabolism , Humans , Imidazoles/pharmacology , Mice, SCID , Signal Transduction/drug effects , Triazines/pharmacology , Tumor Suppressor p53-Binding Protein 1/metabolism
17.
ACS Chem Biol ; 13(3): 647-656, 2018 03 16.
Article in English | MEDLINE | ID: mdl-29304282

ABSTRACT

SHP2 is a cytoplasmic protein tyrosine phosphatase encoded by the PTPN11 gene and is involved in cell proliferation, differentiation, and survival. Recently, we reported an allosteric mechanism of inhibition that stabilizes the auto-inhibited conformation of SHP2. SHP099 (1) was identified and characterized as a moderately potent, orally bioavailable, allosteric small molecule inhibitor, which binds to a tunnel-like pocket formed by the confluence of three domains of SHP2. In this report, we describe further screening strategies that enabled the identification of a second, distinct small molecule allosteric site. SHP244 (2) was identified as a weak inhibitor of SHP2 with modest thermal stabilization of the enzyme. X-ray crystallography revealed that 2 binds and stabilizes the inactive, closed conformation of SHP2, at a distinct, previously unexplored binding site-a cleft formed at the interface of the N-terminal SH2 and PTP domains. Derivatization of 2 using structure-based design resulted in an increase in SHP2 thermal stabilization, biochemical inhibition, and subsequent MAPK pathway modulation. Downregulation of DUSP6 mRNA, a downstream MAPK pathway marker, was observed in KYSE-520 cancer cells. Remarkably, simultaneous occupation of both allosteric sites by 1 and 2 was possible, as characterized by cooperative biochemical inhibition experiments and X-ray crystallography. Combining an allosteric site 1 inhibitor with an allosteric site 2 inhibitor led to enhanced pharmacological pathway inhibition in cells. This work illustrates a rare example of dual allosteric targeted protein inhibition, demonstrates screening methodology and tactics to identify allosteric inhibitors, and enables further interrogation of SHP2 in cancer and related pathologies.


Subject(s)
Allosteric Regulation , Allosteric Site , Piperidines/pharmacology , Protein Tyrosine Phosphatase, Non-Receptor Type 11/antagonists & inhibitors , Pyrimidines/pharmacology , Binding Sites , Cell Line, Tumor , Crystallography, X-Ray , Drug Evaluation, Preclinical , Enzyme Inhibitors/chemistry , Enzyme Inhibitors/pharmacology , Humans , Neoplasms/drug therapy , Protein Conformation , Protein Stability
18.
Nature ; 535(7610): 148-52, 2016 07 07.
Article in English | MEDLINE | ID: mdl-27362227

ABSTRACT

The non-receptor protein tyrosine phosphatase SHP2, encoded by PTPN11, has an important role in signal transduction downstream of growth factor receptor signalling and was the first reported oncogenic tyrosine phosphatase. Activating mutations of SHP2 have been associated with developmental pathologies such as Noonan syndrome and are found in multiple cancer types, including leukaemia, lung and breast cancer and neuroblastoma. SHP2 is ubiquitously expressed and regulates cell survival and proliferation primarily through activation of the RAS­ERK signalling pathway. It is also a key mediator of the programmed cell death 1 (PD-1) and B- and T-lymphocyte attenuator (BTLA) immune checkpoint pathways. Reduction of SHP2 activity suppresses tumour cell growth and is a potential target of cancer therapy. Here we report the discovery of a highly potent (IC50 = 0.071 µM), selective and orally bioavailable small-molecule SHP2 inhibitor, SHP099, that stabilizes SHP2 in an auto-inhibited conformation. SHP099 concurrently binds to the interface of the N-terminal SH2, C-terminal SH2, and protein tyrosine phosphatase domains, thus inhibiting SHP2 activity through an allosteric mechanism. SHP099 suppresses RAS­ERK signalling to inhibit the proliferation of receptor-tyrosine-kinase-driven human cancer cells in vitro and is efficacious in mouse tumour xenograft models. Together, these data demonstrate that pharmacological inhibition of SHP2 is a valid therapeutic approach for the treatment of cancers.


Subject(s)
Neoplasms/drug therapy , Neoplasms/enzymology , Piperidines/pharmacology , Protein Tyrosine Phosphatase, Non-Receptor Type 11/antagonists & inhibitors , Pyrimidines/pharmacology , Receptor Protein-Tyrosine Kinases/metabolism , Allosteric Regulation/drug effects , Animals , Cell Line, Tumor , Cell Proliferation/drug effects , Extracellular Signal-Regulated MAP Kinases/metabolism , Female , Humans , Inhibitory Concentration 50 , MAP Kinase Signaling System/drug effects , Mice , Mice, Nude , Models, Molecular , Neoplasms/pathology , Oncogene Protein p21(ras)/metabolism , Piperidines/chemistry , Piperidines/therapeutic use , Protein Kinase Inhibitors/pharmacology , Protein Stability/drug effects , Protein Structure, Tertiary/drug effects , Protein Tyrosine Phosphatase, Non-Receptor Type 11/chemistry , Protein Tyrosine Phosphatase, Non-Receptor Type 11/genetics , Protein Tyrosine Phosphatase, Non-Receptor Type 11/metabolism , Pyrimidines/chemistry , Pyrimidines/therapeutic use , Reproducibility of Results , Xenograft Model Antitumor Assays
19.
Cancers (Basel) ; 8(6)2016 Jun 08.
Article in English | MEDLINE | ID: mdl-27338477

ABSTRACT

Aberrant activation of the Wnt/ß-catenin pathway is frequently found in various cancers, often through mutations of downstream components. Inhibiting ß-catenin signaling in tumors with downstream pathway mutations remains challenging, due to a lack of favorable targets. On the other hand, targeting upstream components of the Wnt pathway is rather straightforward. However, it is difficult to identify tumors addicted to autocrine or paracrine Wnt signaling. Discovery of the R-spondin-ZNRF3/RNF43 signaling module and its genetic alterations in cancers represents a breakthrough in this area. Membrane E3 ligase ZNRF3 and RNF43 are critical negative feedback regulators of the Wnt pathway, which function through promoting ubiquitination and degradation of Wnt receptors. R-spondin proteins (RSPO1-4) serve as natural antagonists of ZNRF3/RNF43. To maintain strong and sustained Wnt/ß-catenin signaling, cancers need to overcome ZNRF3/RNF43-mediated feedback inhibition. Indeed, mutations of RNF43/ZNRF3 and recurrent translocations of RSPO2/RSPO3 have recently been identified in various cancers. Significantly, genetic alterations in RNF43/ZNRF3/RSPO2/RSPO3 have shown promise as predictive biomarkers in pre-clinical models for the efficacy of upstream Wnt inhibitors. In this review, we will discuss the biology of the R-spondin-ZNRF3/RNF43 signaling module, cancer-associated alterations of this signaling module, and their value as biomarkers to identify Wnt-addicted tumors.

20.
Mol Cancer Ther ; 14(5): 1224-35, 2015 May.
Article in English | MEDLINE | ID: mdl-25724664

ABSTRACT

Hepatocellular carcinoma (HCC) is the third leading cause of cancer deaths worldwide and hyperactivation of mTOR signaling plays a pivotal role in HCC tumorigenesis. Tuberous sclerosis complex (TSC), a heterodimer of TSC1 and TSC2, functions as a negative regulator of mTOR signaling. In the current study, we discovered that TSC2 loss-of-function is common in HCC. TSC2 loss was found in 4 of 8 HCC cell lines and 8 of 28 (28.6%) patient-derived HCC xenografts. TSC2 mutations and deletions are likely to be the underlying cause of TSC2 loss in HCC cell lines, xenografts, and primary tumors for most cases. We further demonstrated that TSC2-null HCC cell lines and xenografts had elevated mTOR signaling and, more importantly, were significantly more sensitive to RAD001/everolimus, an mTORC1 inhibitor. These preclinical findings led to the analysis of TSC2 status in HCC samples collected in the EVOLVE-1 clinical trial of everolimus using an optimized immunohistochemistry assay and identified 15 of 139 (10.8%) samples with low to undetectable levels of TSC2. Although the sample size is too small for formal statistical analysis, TSC2-null/low tumor patients who received everolimus tended to have longer overall survival than those who received placebo. Finally, we performed an epidemiology survey of more than 239 Asian HCC tumors and found the frequency of TSC2 loss to be approximately 20% in Asian HBV(+) HCC. Taken together, our data strongly argue that TSC2 loss is a predictive biomarker for the response to everolimus in HCC patients.


Subject(s)
Antineoplastic Agents/therapeutic use , Carcinoma, Hepatocellular/genetics , Everolimus/therapeutic use , Hepatitis B/epidemiology , Liver Neoplasms/genetics , Tumor Suppressor Proteins/genetics , Animals , Asian People/genetics , Carcinoma, Hepatocellular/drug therapy , Carcinoma, Hepatocellular/virology , Cell Line, Tumor , Hepatitis B/genetics , Humans , Liver Neoplasms/drug therapy , Liver Neoplasms/virology , Male , Mechanistic Target of Rapamycin Complex 1 , Mice , Multiprotein Complexes/antagonists & inhibitors , Mutation , Signal Transduction/drug effects , TOR Serine-Threonine Kinases/antagonists & inhibitors , Treatment Outcome , Tuberous Sclerosis Complex 2 Protein
SELECTION OF CITATIONS
SEARCH DETAIL
...