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1.
J Cell Biochem ; 121(3): 2127-2138, 2020 03.
Article in English | MEDLINE | ID: mdl-31774211

ABSTRACT

The stilbenoid combretastatin and its derivatives are potent inhibitors of angiogenesis and cell proliferation and induce apoptosis. They disrupt cytoskeletal dynamics and modulate cell morphology, motility, and invasion. Hence they have been viewed as potential as anticancer agents. The impediments of poor solubility and bioavailability and the spontaneous geometric isomerisation of combretastatin into an inactive form have led to intensive efforts towards evolving novel analogues to provide more efficacious biological outcome. Importantly, isomerically stable and biologically active cis-restricted analogues have been synthesised and tested. However, very few analogues have been tested in preclinical models to assess their effects on processes relevant to cancer development and progression. Hence the accent here is on the signalling systems operated by the new derivatives and their biological effects with reference to cancer progression. Combretastatins modulate an extensive network of signalling emphasising their varied versatility. Harnessing these systems and accentuating or counteracting aberrant signalling could open potential avenues of approach to the designing of novel derivatives with enhanced performance. The import of mammalian target of rapamycin pathway, which co-ordinates growth factor receptor signalling, epithelial-mesenchymal transition activation and angiogenic signalling, is emphasised. It may be viewed as a prime target for allosteric inhibition in combination with combretastatin analogues to ascertain their potential in cancer control.


Subject(s)
Antineoplastic Agents, Phytogenic/chemistry , Antineoplastic Agents, Phytogenic/therapeutic use , Bibenzyls/chemistry , Bibenzyls/therapeutic use , Gene Expression Regulation, Neoplastic/drug effects , Neoplasms/drug therapy , Animals , Humans , Neoplasms/genetics , Neoplasms/metabolism , Neoplasms/pathology
2.
Anticancer Res ; 38(12): 6607-6613, 2018 Dec.
Article in English | MEDLINE | ID: mdl-30504368

ABSTRACT

Artificial intelligence was recognised many years ago as a potential and powerful tool to predict disease outcome in many clinical situations. The conventional approaches using statistical methods have provided much information, but are subject to limitations imposed by the complexity of medical data. The structures of the important variants of the machine learning system artificial neural networks (ANN) are discussed and emphasis is given to the powerful analytical support that could be provided by ANN for the prediction of cancer progression and prognosis. The predictive ability of the cellular markers, DNA ploidy and cell-cycle profiles, and molecular markers, such as tumour promoter and suppressor gene, and growth factor and steroid hormone receptors in breast cancer management were also analysed. ANN systems have been successfully deployed to evaluate microRNA profiles of tumours which saliently sway cancer progression and prognosis of the disease, thus counteracting the negative implications of their numerical abundance. Finally, in this setting, the prospective technical improvements in artificial neural networks, as hybrid systems in combination with fuzzy logic and artificial immune networks were also addressed.


Subject(s)
Artificial Intelligence , Breast Neoplasms/therapy , Neural Networks, Computer , Artificial Intelligence/trends , Breast Neoplasms/diagnosis , Female , Fuzzy Logic , Humans , Prognosis
3.
Anticancer Res ; 36(4): 1909-15, 2016 Apr.
Article in English | MEDLINE | ID: mdl-27069179

ABSTRACT

Oestrogen receptor (ER) expression is routinely measured in breast cancer management, but the clinical merits of measuring progesterone receptor (PR) expression have remained controversial. Hence the major objective of this study was to assess the potential of PR as a predictor of response to endocrine therapy. We report on analyses of the relative importance of ER and PR for predicting prognosis using robust multilayer perceptron artificial neural networks. Receptor determinations use immunohistochemical (IHC) methods or radioactive ligand binding assays (LBA). In view of the heterogeneity of intratumoral receptor distribution, we examined the relative merits of the IHC and LBA methods. Our analyses reveal a more significant correlation of IHC-determined PR than ER with both nodal status and 5-year disease-free survival (DFS). In LBA, PR displayed higher correlation with survival and ER with nodal status. There was concordance of correlation of PR with DFS by both IHC and LBA. This study suggests a clear distinction between PR and ER, with PR displaying greater correlation than ER with disease progression and prognosis, and emphasizes the marked superiority of the IHC method over LBA. These findings may be valuable in the management of patients with breast cancer.


Subject(s)
Breast Neoplasms/metabolism , Receptors, Progesterone/metabolism , Breast Neoplasms/pathology , Disease Progression , Disease-Free Survival , Female , Humans , Immunohistochemistry , Neural Networks, Computer , Prognosis , Radioligand Assay , Receptors, Estrogen/metabolism , Reproducibility of Results
4.
CNS Neurol Disord Drug Targets ; 15(1): 20-34, 2016.
Article in English | MEDLINE | ID: mdl-26560895

ABSTRACT

The development and evolution of targeted therapy to any disease require the identification of targets amenable to treatment of patients. Here the pathogenetic signalling systems involved in multiple sclerosis are scrutinised to locate nodes of deregulation and dysfunction in order to devise strategies of drug development for targeted intervention. Oliogoclonal bands (OCB) are isoelectric focusing profiles of immunoglobulins synthesised in the central nervous system. OCBs enable the diagnosis of multiple sclerosis with high sensitivity and specificity and are related to the course of the disease and progression. The OCB patterns can be linked with the expression of angiogenic molecular species. Angiogenic signalling which has also been implicated in demyelination provides the option of using angiogenesis inhibitors in disease control. The PI3K (phosphoinositide 3-kinase)/Akt axis has emerged with a key role in myelination with its demonstrable links with mTOR mediated transcription of downstream target genes. Inflammatory signals and innate and acquired immunity from the activation of NF-κB (nuclear factor κB) responsive genes are considered. NF-κB signalling could be implicated in myelination. The transcription factor STAT (signal transducers and activators of transcription) and the EBV (Epstein- Barr virus) transcription factor BZLF1 contributing significantly to the disease process are a major environmental factor linked to MS. EBV can activate TGF (transforming growth factor) and VEGF (vascular endothelial growth factor) signalling. EBV microRNAs are reviewed as signalling mediators of pathogenesis. Stem cell transplantation therapy has lately gained much credence, so the current status of mesenchymal and hematopoietic stem cell therapy is reviewed with emphasis on the differential expression immune-related genes and operation of signalling systems.


Subject(s)
Inflammation Mediators/antagonists & inhibitors , Inflammation Mediators/metabolism , Molecular Targeted Therapy/methods , Multiple Sclerosis/drug therapy , Multiple Sclerosis/metabolism , Animals , Drug Delivery Systems/methods , Drug Delivery Systems/trends , Humans , Immunologic Factors/administration & dosage , Inflammation Mediators/immunology , Molecular Targeted Therapy/trends , Multiple Sclerosis/immunology
5.
Anticancer Res ; 35(11): 5767-72, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26503997

ABSTRACT

Thalidomide was synthesised and launched several decades ago as a drug against respiratory infections and was administered to pregnant women for relief of morning sickness. The drug was withdrawn when its teratogenic effects came to light. Thalidomide and its analogues suppressed cell proliferation and angiogenesis and controlled invasion and metastasis of tumours in pre-clinical studies. With the recognition of its immunomodulatory and anti-inflammatory, properties, thalidomide may have found a place in the treatment of many forms of cancer and autoimmune conditions. Herein the signalling pathways modulated by thalidomides via the mediation of vascular endothelial growth factor, phosphoinositide-kinase/protein kinase B and nuclear factor kappa B, and mammalian target of rapamycin, which integrates these signalling systems, are discussed. The mode of action of thalidomides and their strategic utility in therapy are evaluated in the context of potential clinical benefits. Notwithstanding the perceived benefits, the side-effects of thalidomides need to be taken into account; they do exert teratogenic effects in animal models, although being effective at lower doses, the drugs seem to show comparatively manageable and reduced toxicity. Combination therapy of thalidomides and modulators of signaling that they influence may further reduce the severity of the side-effects by delivering inhibitory effects at reduced drug dosages. Pre-clinical evaluations of this kind seem warranted.


Subject(s)
Angiogenesis Inhibitors/therapeutic use , Neoplasms/drug therapy , Thalidomide/analogs & derivatives , Thalidomide/therapeutic use , Animals , Female , Humans , Neoplasms/pathology , Pregnancy
6.
Anticancer Res ; 33(9): 3925-33, 2013 Sep.
Article in English | MEDLINE | ID: mdl-24023330

ABSTRACT

BACKGROUND: Tumour stage and the appropriate course of treatment in patients with breast cancer are primarily characterized by the state of metastasis in the axillary lymph nodes. In recent years, substantial research has focused on the prediction of lymph node status based on various pathological and molecular markers in order to obviate the necessity to carry out axillary dissection. In the present study, artificial neural network (ANN) is employed as the analysis platform to examine the prognostic significance of a group of well-established prognostic markers for breast cancer outcome prediction in terms of nodal status. Furthermore, we investigated existing interactions between these markers. PATIENTS AND METHODS: The data set contained 66 patient records, where 5 pathological and molecular markers including tumour size, oestrogen receptor status (ER), progesterone receptor status (PR), Ki-67 and p53 expression had been assessed for each patient. The spread of metastasis to the axillary lymph nodes was clinically diagnosed and patients were accordingly categorized into node-positive and node-negative groups. The aforementioned markers were analyzed using a probabilistic neural network (PNN) for nodal status prediction which was considered as the network output. Furthermore, the interactions between these markers were evaluated using different marker combinations as the network input for finding the best marker arrangement for nodal predication. RESULTS: The best prediction accuracy was obtained by a 3-marker combination including tumour size, PR and p53 with 71% accuracy for nodal prediction. Leaving out ER and PR from the full marker set showed approximately the same variations in the results, which is an indication of the direct correlation of these two markers. Furthermore, tumour size was proved to be the most significant individual marker for predicting nodal metastasis. However, when used in combination with Ki-67 the prediction results drop significantly. CONCLUSION: The results presented here indicate that molecular and pathological markers can provide useful information for early-stage prognosis. However, the interactions between these markers must be considered in order to achieve accurate and reliable prediction.


Subject(s)
Breast Neoplasms/pathology , Ki-67 Antigen/metabolism , Lymphatic Metastasis , Receptors, Estrogen/metabolism , Receptors, Progesterone/metabolism , Tumor Suppressor Protein p53/metabolism , Biomarkers, Tumor/metabolism , Breast Neoplasms/metabolism , Female , Humans , Prognosis
7.
J Cell Biochem ; 103(1): 212-20, 2008 Jan 01.
Article in English | MEDLINE | ID: mdl-17497677

ABSTRACT

The effects of hyperthermia on the expression of p53, the apoptosis-associated genes Bax and Bcl-2, Notch and S100A4 have been studied in the HepG2 cell line and the HUT cell line derived from HepG2, adapted for growth in hyperthermic conditions. Hyperthermia inhibits cell proliferation and induces apoptosis. HepG2 and HUT cells differed in respect of anchorage to growth surface, degree of proliferation and apoptosis and expression of p53, Bax, Bcl-2, Notch, and S100A4 genes. The induction of apoptosis and the inhibition of cell proliferation occurred independently of p53, and independently also of involvement of the apoptosis family genes Bax and Bcl-2. We demonstrate novel and marked differences between transient heat shock and heat adaptation in respect of pathways of signaling and generation of phenotypic effects in vitro. Different signaling patterns have been identified here. Pathways of signaling by S100A4, by its interaction with and sequestration of p53, and by Notch also seem differentially operational in the induction of apoptosis, and both appear to be activated as alternative pathways in the context of hyperthermia signaling independently of p53.


Subject(s)
Apoptosis , Heat-Shock Response , Receptor, Notch1/metabolism , S100 Proteins/metabolism , Signal Transduction , Tumor Suppressor Protein p53/metabolism , Cell Line, Tumor , Cell Proliferation , Gene Expression Regulation, Neoplastic , Humans , Neoplasms/genetics , Neoplasms/metabolism , Neoplasms/pathology , Receptor, Notch1/genetics , S100 Calcium-Binding Protein A4 , Tumor Suppressor Protein p53/genetics
8.
J Cell Biochem ; 103(5): 1405-12, 2008 Apr 01.
Article in English | MEDLINE | ID: mdl-17849443

ABSTRACT

Notch signalling plays an important role in hematopoiesis and in the pathogenesis of T-ALL. Notch is known to interact with Ras and PTEN/PI3K (phosphoinositide-3 kinase)/Akt pathways. We investigated the interaction of Notch with these pathways and the possible reciprocal regulation of these signalling systems in T-ALL cells in vitro. Our analyses indicate that the PI3K/Akt pathway is constitutively active in the four T-ALL cell lines tested. Akt phosphorylation was not altered by the sequestration of growth factors, that is, Akt activation seems to be less dependent on but not completely independent of growth factors, possibly being not subject to negative feedback regulation. PTEN expression was not detected in 3/4 cell lines tested, suggesting the loss of PTEN-mediated Akt activation. Inhibition of the PI3K/Akt pathway arrests growth and enhances apoptosis, but with no modulation of expression of Bax-alpha and Bcl-2 proteins. We analysed the relationship between Notch-1 and the PI3K/Akt signalling and show that inhibition of the Akt pathway changes Notch expression; Notch-1 protein decreased in all the cell lines upon treatment with the inhibitor. Our studies strongly suggest that Notch signalling interacts with PI3K/Akt signalling and further that this occurs in the absence of PTEN expression. The consequences of this to the signalling outcome are yet unclear, but we have uncovered a significant inverse relationship between Notch and PI3K/Akt pathway, which leads us to postulate the operation of a reciprocal regulatory loop between Notch and Ras-PI3K/Akt in the pathogenesis of T-ALL.


Subject(s)
Phosphatidylinositol 3-Kinases/metabolism , Precursor Cell Lymphoblastic Leukemia-Lymphoma/metabolism , Proto-Oncogene Proteins c-akt/metabolism , Receptor, Notch1/metabolism , Signal Transduction , Enzyme Inhibitors/pharmacology , Gene Expression Regulation, Leukemic/drug effects , Humans , Jurkat Cells , PTEN Phosphohydrolase/metabolism , Phosphoinositide-3 Kinase Inhibitors , Proto-Oncogene Proteins c-akt/antagonists & inhibitors , Signal Transduction/drug effects , bcl-2-Associated X Protein/metabolism , ras Proteins/antagonists & inhibitors , ras Proteins/metabolism
9.
Biochem Pharmacol ; 74(11): 1568-74, 2007 Dec 03.
Article in English | MEDLINE | ID: mdl-17868649

ABSTRACT

Resveratrol (RES) is a natural occurring phytoalexin that has been shown to have chemopreventive activity. Resveratrol acts both by suppressing cell proliferation and inducing apoptosis in a variety of cancer cell lines. In this study, we show that RES induces apoptosis in MOLT-4 acute lymphoblastic leukaemia cells by modulating three different pathways that regulate cells survival and cell death. We show for the first time that RES inhibits the survival signalling pathways Notch and their down stream effector and modulates the operation of interacting signalling systems. It induces an increase in the levels of the pro-apoptotic proteins p53, its effector p21waf and Bax. We also show that RES inhibits the PI3K/Akt pathway and activates Gsk-3beta. The data presented here demonstrate unequivocally that RES induces apoptosis by inhibiting the Notch pathway and markedly influencing the operation of the interacting apoptosis pathways mediated by p53 and PI3K/Akt. These data support findings from other laboratories that have suggested the use of RES as a chemopreventive agent. Here, we have identified potential signalling pathways influenced by RES and this could lead to the identification of the targets of RES-induced apoptosis and growth control.


Subject(s)
Apoptosis/drug effects , Stilbenes/pharmacology , Anticarcinogenic Agents/pharmacology , Blotting, Western , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Survival/drug effects , Dose-Response Relationship, Drug , Enzyme Activation/drug effects , Gene Expression Regulation, Neoplastic/drug effects , Glycogen Synthase Kinase 3/genetics , Glycogen Synthase Kinase 3/metabolism , Glycogen Synthase Kinase 3 beta , Humans , Leukemia-Lymphoma, Adult T-Cell/metabolism , Leukemia-Lymphoma, Adult T-Cell/pathology , Lithium Chloride/pharmacology , Phosphatidylinositol 3-Kinases/metabolism , Phosphoinositide-3 Kinase Inhibitors , Phosphorylation/drug effects , Proto-Oncogene Proteins c-akt/genetics , Proto-Oncogene Proteins c-akt/metabolism , Receptors, Notch/genetics , Receptors, Notch/metabolism , Resveratrol , Reverse Transcriptase Polymerase Chain Reaction , Sesquiterpenes , Signal Transduction/drug effects , Terpenes/pharmacology , Time Factors , Tumor Suppressor Protein p53/genetics , Tumor Suppressor Protein p53/metabolism , bcl-2-Associated X Protein/genetics , bcl-2-Associated X Protein/metabolism , Phytoalexins
10.
Anticancer Res ; 23(2B): 1357-71, 2003.
Article in English | MEDLINE | ID: mdl-12820395

ABSTRACT

This review focuses on molecular events with the progression of gynaecological malignancies. The association of genetic abnormalities in cell cycle regulator genes, tumor suppressor genes and gene coding for growth factor receptors, with the progression of gynaecological cancers is reviewed. The possibility that some of these genes, cell cycle regulator genes in particular, could be co-operating with human papilloma virus genes in the induction and progression of gynaecological cancers is also discussed. The clinical effectiveness and reliability of these genes as markers of cancer progression and predictors of disease prognosis have been evaluated.


Subject(s)
Genital Neoplasms, Female/pathology , Neoplasm Invasiveness/genetics , Neoplasm Metastasis/genetics , Nucleoside-Diphosphate Kinase , Carcinoma/genetics , Carcinoma/pathology , Cell Division/genetics , Disease Progression , Endometrial Neoplasms/genetics , Endometrial Neoplasms/pathology , ErbB Receptors/genetics , Female , Gene Expression Regulation, Neoplastic , Genes, Retinoblastoma , Genes, Tumor Suppressor , Genes, cdc , Genes, p53 , Genes, ras , Genital Neoplasms, Female/genetics , Humans , Monomeric GTP-Binding Proteins/genetics , NM23 Nucleoside Diphosphate Kinases , Neoplasm Staging , Ovarian Neoplasms/genetics , Ovarian Neoplasms/pathology , PTEN Phosphohydrolase , Phosphoric Monoester Hydrolases/genetics , Prognosis , Transcription Factors/genetics , Tumor Suppressor Proteins/genetics , Uterine Cervical Neoplasms/genetics , Uterine Cervical Neoplasms/pathology , Vulvar Neoplasms/genetics , Vulvar Neoplasms/pathology
11.
Mol Cell Biochem ; 232(1-2): 159-61, 2002 Mar.
Article in English | MEDLINE | ID: mdl-12030374

ABSTRACT

Two cytosine-adenine (CA) repeats CAR/CAL and RepIN20 occur in the human SEL1L gene, which is regarded as a candidate gene for insulin-dependent diabetes mellitus (IDDM) and Grave's disease. We have characterized these repeats to determine if they might serve as effective microsatellite markers for linkage analysis to clarify whether SEL1L gene plays a role in the pathogenesis of these autoimmune diseases. The allele frequencies and average heterozygosity of the microsatellite repeats were analysed in 94 DNA samples from peripheral blood mononuclear (PBMC) cells from adults of Northern Italy. The average heterozygosity was 0.68 for CAR/CAL polymorphism and 0.85 for RepIN20. The size of PCR fragments of CAR/CAL ranged from 207-225 bp and the most frequent allele was 207 bp (40.4%). The size of the fragments of RepIN20 ranged from 237-255 bp and the most frequent allele was 249 bp (30.8%). In the light of the highly polymorphic nature of both microsatellites and their intragenic location in SEL1L gene, we suggest that they could provide a means for linkage analysis to clarify the potential role of SEL1L in conferring susceptibility to IDDM or Grave's disease.


Subject(s)
Gene Frequency/genetics , Microsatellite Repeats/genetics , Proteins/genetics , Heterozygote , Humans , Italy , Polymerase Chain Reaction , Polymorphism, Genetic/genetics
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