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2.
Mol Ther Methods Clin Dev ; 28: 396-411, 2023 Mar 09.
Article in English | MEDLINE | ID: mdl-36910588

ABSTRACT

Gene therapy of Usher syndrome type 1B (USH1B) due to mutations in the large Myosin VIIA (MYO7A) gene is limited by the packaging capacity of adeno-associated viral (AAV) vectors. To overcome this, we have previously developed dual AAV8 vectors which encode human MYO7A (dual AAV8.MYO7A). Here we show that subretinal administration of 1.37E+9 to 1.37E+10 genome copies of a good-manufacturing-practice-like lot of dual AAV8.MYO7A improves the retinal defects of a mouse model of USH1B. The same lot was used in non-human primates at doses 1.6× and 4.3× the highest dose proposed for the clinical trial which was based on mouse efficacy data. Long-lasting alterations in retinal function and morphology were observed following subretinal administration of dual AAV8.MYO7A at the high dose. These findings were modest and improved over time in the low-dose group, as also observed in other studies involving the use of AAV8 in non-human primates and humans. Biodistribution and shedding studies confirmed the presence of vector DNA mainly in the visual pathway. Accordingly, we detected human MYO7A mRNA expression predominantly in the retina. Overall, these studies pave the way for the clinical translation of subretinal administration of dual AAV vectors in USH1B subjects.

3.
Mol Ther ; 29(8): 2412-2423, 2021 08 04.
Article in English | MEDLINE | ID: mdl-33895322

ABSTRACT

The coronavirus disease 2019 (COVID-19) pandemic caused by the emergent severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) threatens global public health, and there is an urgent need to develop safe and effective vaccines. Here, we report the generation and the preclinical evaluation of a novel replication-defective gorilla adenovirus-vectored vaccine encoding the pre-fusion stabilized Spike (S) protein of SARS-CoV-2. We show that our vaccine candidate, GRAd-COV2, is highly immunogenic both in mice and macaques, eliciting both functional antibodies that neutralize SARS-CoV-2 infection and block Spike protein binding to the ACE2 receptor, and a robust, T helper (Th)1-dominated cellular response. We show here that the pre-fusion stabilized Spike antigen is superior to the wild type in inducing ACE2-interfering, SARS-CoV-2-neutralizing antibodies. To face the unprecedented need for vaccine manufacturing at a massive scale, different GRAd genome deletions were compared to select the vector backbone showing the highest productivity in stirred tank bioreactors. This preliminary dataset identified GRAd-COV2 as a potential COVID-19 vaccine candidate, supporting the translation of the GRAd-COV2 vaccine in a currently ongoing phase I clinical trial (ClinicalTrials.gov: NCT04528641).


Subject(s)
Adenoviridae/immunology , Adenovirus Vaccines/immunology , COVID-19 Vaccines/immunology , COVID-19/immunology , Gorilla gorilla/immunology , Immunogenicity, Vaccine/immunology , SARS-CoV-2/immunology , Adolescent , Adult , Aged , Aged, 80 and over , Animals , Antibodies, Neutralizing/immunology , Antibodies, Viral/immunology , Cell Line , Cell Line, Tumor , Female , Genetic Vectors/immunology , Gorilla gorilla/virology , HEK293 Cells , HeLa Cells , Humans , Macaca , Male , Mice , Mice, Inbred BALB C , Middle Aged , Pandemics/prevention & control , Young Adult
4.
Urologia ; 88(1): 25-29, 2021 Feb.
Article in English | MEDLINE | ID: mdl-32945234

ABSTRACT

INTRODUCTION: The aim of this study was to evaluate the role of TAP block in improvement of anesthesiological management and perioperative surgical outcomes of robot-assisted laparoscopic radical prostatectomy (RALP). METHODS: We consecutive enrolled 93 patients with prostate cancer whose underwent RALP at our department from January 2019 to December 2019. Group A included 45 patients who received bilateral TAP block, and Group B included 48 patients who did not received TAP block. TAP blocks were always performed by a single anesthesia team. An elastomeric pump device was used in all patients for post-operative pain management. TAP block was performed according to Rafi's technique, with Ropivacaine 0.375% and dexamethasone 4 mg. Mean values with standard deviations (±SD) were computed and reported for all items. Statistical significance was achieved if p-value was ⩽0.05 (two-sides). RESULTS: The two groups showed no difference in the most important demographics and baseline characteristics (p > 0.05). Group A showed a significant longer time of anaesthesia. Moreover, Ketorolac doses (started dose plus continuous post-operative infusion via elastomeric pump) used in Group A were significantly lower than Group B. Despite this, Group B showed statistical significant higher value of NRS PACU and at 12, 24, 48, 72 h than Group A but not at 96 h. Rescue analgesic medication use was significantly higher in the Group B than Group A. Moreover, patency of the intestinal tract and time to ambulation was significantly lower in the Group A. DISCUSSION: The use of TAP block during a RALP is a safe procedure that can be applied more appropriately to achieve better pain control. A multimodal protocol that includes locoregional anesthesia, reduction of intra and postoperative use of strong opiates, correct placing of the patient and the use of low pneumoperitoneum pressures should be implemented in order to reach a faster and better post-operative full recovery of patients whose underwent RALP.


Subject(s)
Anesthesia , Laparoscopy , Nerve Block/methods , Prostatectomy/methods , Prostatic Neoplasms/surgery , Robotic Surgical Procedures , Abdominal Muscles/innervation , Aged , Humans , Male , Middle Aged , Retrospective Studies , Treatment Outcome
5.
Urologia ; 88(4): 386-388, 2021 Nov.
Article in English | MEDLINE | ID: mdl-33245029

ABSTRACT

INTRODUCTION: Spontaneous rupture of kidney may involve collecting system or parenchyma. Parenchymal rupture usually occurs in patients with renal cell carcinoma, angiomyolipoma, renal cysts, arteriovenous malformation or vascular diseases such as periarteritis nodosa. Collecting system rupture is usually a rare complication of obstructive urolithiasis. We describe the unusual cases of spontaneous kidney rupture in patients with acute urinary obstruction. CASE PRESENTATION: The case report describes the left parenchymal kidney explosion related to ipsilateral ureteral obstruction caused by a single ureteral stone. The patient reached our emergency department with acute left flank pain and massive haematuria. At the moment of admission, the patient was in stage III hypovolemic shock and had a lower haematocrit (haemoglobin = 4.9 g/dL). Despite blood transfusions, emergency surgical exploration, extrafascial nephrectomy and intensive support care, the patient died twelve hours after surgery. CONCLUSIONS: Parenchymal renal rupture can be a life-threatening emergency. Despite its rarity, in the differential diagnosis of acute abdomen, parenchymal renal rupture should always be considered in patients with abdominal pain and an anamnesis or history of urinary stones, pointing out the need of early diagnosis also in benign urological conditions.


Subject(s)
Kidney Diseases , Ureteral Calculi , Ureteral Obstruction , Explosions , Humans , Kidney , Ureteral Calculi/complications , Ureteral Calculi/surgery , Ureteral Obstruction/etiology , Ureteral Obstruction/surgery
6.
J Exp Clin Cancer Res ; 38(1): 349, 2019 Aug 09.
Article in English | MEDLINE | ID: mdl-31399037

ABSTRACT

BACKGROUND: Over the past decade, newly designed cancer therapies have not significantly improved the survival of patients diagnosed with Malignant Pleural Mesothelioma (MPM). Among a limited number of genes that are frequently mutated in MPM several of them encode proteins that belong to the HIPPO tumor suppressor pathway. METHODS: The anticancer effects of the top flower standardized extract of Filipendula vulgaris (Dropwort) were characterized in "in vitro" and "in vivo" models of MPM. At the molecular level, two "omic" approaches were used to investigate Dropwort anticancer mechanism of action: a metabolomic profiling and a phosphoarray analysis. RESULTS: We found that Dropwort significantly reduced cell proliferation, viability, migration and in vivo tumor growth of MPM cell lines. Notably, Dropwort affected viability of tumor-initiating MPM cells and synergized with Cisplatin and Pemetrexed in vitro. Metabolomic profiling revealed that Dropwort treatment affected both glycolysis/tricarboxylic acid cycle as for the decreased consumption of glucose, pyruvate, succinate and acetate, and the lipid metabolism. We also document that Dropwort exerted its anticancer effects, at least partially, promoting YAP and TAZ protein ubiquitination. CONCLUSIONS: Our findings reveal that Dropwort is a promising source of natural compound(s) for targeting the HIPPO pathway with chemo-preventive and anticancer implications for MPM management.


Subject(s)
Cell Cycle Proteins/metabolism , Energy Metabolism/drug effects , Lung Neoplasms/etiology , Lung Neoplasms/metabolism , Mesothelioma/etiology , Mesothelioma/metabolism , Plant Extracts/pharmacology , Transcription Factors/metabolism , Acyltransferases , Animals , Cell Line, Tumor , Cell Movement , Cell Proliferation/drug effects , Cell Survival/drug effects , Disease Models, Animal , Filipendula/chemistry , Humans , Lung Neoplasms/pathology , Mesothelioma/pathology , Mesothelioma, Malignant , Mice , Plant Extracts/chemistry , Protein Binding
7.
Cancer Lett ; 433: 18-32, 2018 10 01.
Article in English | MEDLINE | ID: mdl-29933048

ABSTRACT

Osteosarcoma (OS) is the most aggressive type of primary solid tumor that develops in bone. Whilst conventional chemotherapy can improve survival rates, the outcome for patients with metastatic or recurrent OS remains poor, so novel treatment agents and strategies are required. Research into new anticancer therapies has paved the way for the utilisation of natural compounds as they are typically less expensive and less toxic compared to conventional chemotherapeutics. Previously published works indicate that Agave exhibits anticancer properties, however potential molecular mechanisms remain poorly understood. In the present study, we investigate the anticancer effects of Agave leaf extract in OS cells suggesting that Agave inhibits cell viability, colony formation, and cell migration, and can induce apoptosis in OS cell lines. Moreover, Agave sensitizes OS cells to cisplatin (CDDP) and radiation, to overcome chemo- and radio-resistance. We demonstrate that Agave extract induces a marked decrease of Yes Associated Protein (YAP) and Tafazzin (TAZ) mRNA and protein expression upon treatment. We propose an initial mechanism of action in which Agave induces YAP/TAZ protein degradation, followed by a secondary event whereby Agave inhibits YAP/TAZ transcription, effectively deregulating the Nuclear Factor kappa B (NF-κB) p65:p50 heterodimers responsible for transcriptional induction of YAP and TAZ.


Subject(s)
Adaptor Proteins, Signal Transducing/metabolism , Agave/chemistry , Bone Neoplasms/metabolism , Osteosarcoma/metabolism , Phosphoproteins/metabolism , Plant Extracts/pharmacology , Transcription Factors/metabolism , Acyltransferases , Adaptor Proteins, Signal Transducing/genetics , Bone Neoplasms/drug therapy , Bone Neoplasms/genetics , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Survival/drug effects , Cisplatin/pharmacology , Down-Regulation , Drug Resistance, Neoplasm/drug effects , Drug Screening Assays, Antitumor , Drug Synergism , Gene Expression Regulation, Neoplastic/drug effects , Humans , Osteosarcoma/drug therapy , Osteosarcoma/genetics , Phosphoproteins/genetics , Plant Extracts/chemistry , Protein Processing, Post-Translational/drug effects , Proteolysis , Radiation Tolerance/drug effects , Transcription Factors/genetics , YAP-Signaling Proteins
8.
Genome Biol ; 18(1): 237, 2017 Dec 20.
Article in English | MEDLINE | ID: mdl-29262850

ABSTRACT

BACKGROUND: Circular RNAs are a class of endogenous RNAs with various functions in eukaryotic cells. Worthy of note, circular RNAs play a critical role in cancer. Currently, nothing is known about their role in head and neck squamous cell carcinoma (HNSCC). The identification of circular RNAs in HNSCC might become useful for diagnostic and therapeutic strategies in HNSCC. RESULTS: Using samples from 115 HNSCC patients, we find that circPVT1 is over-expressed in tumors compared to matched non-tumoral tissues, with particular enrichment in patients with TP53 mutations. circPVT1 up- and down-regulation determine, respectively, an increase and a reduction of the malignant phenotype in HNSCC cell lines. We show that circPVT1 expression is transcriptionally enhanced by the mut-p53/YAP/TEAD complex. circPVT1 acts as an oncogene modulating the expression of miR-497-5p and genes involved in the control of cell proliferation. CONCLUSIONS: This study shows the oncogenic role of circPVT1 in HNSCC, extending current knowledge about the role of circular RNAs in cancer.


Subject(s)
Adaptor Proteins, Signal Transducing/genetics , Biomarkers, Tumor , Carcinoma, Squamous Cell/genetics , Head and Neck Neoplasms/genetics , Mutation , Phosphoproteins/genetics , RNA, Long Noncoding/genetics , RNA , Tumor Suppressor Protein p53/genetics , Adaptor Proteins, Signal Transducing/metabolism , Carcinogenesis/genetics , Carcinoma, Squamous Cell/metabolism , Carcinoma, Squamous Cell/mortality , Cell Line, Tumor , Cell Proliferation , Gene Expression Regulation, Neoplastic , Head and Neck Neoplasms/metabolism , Head and Neck Neoplasms/mortality , Humans , MicroRNAs/genetics , Models, Biological , Multiprotein Complexes , Oncogenes/genetics , Phenotype , Phosphoproteins/metabolism , Prognosis , Promoter Regions, Genetic , Protein Binding , RNA Transport , RNA, Circular , RNA, Long Noncoding/blood , Squamous Cell Carcinoma of Head and Neck , Transcription Factors , Tumor Suppressor Protein p53/metabolism , YAP-Signaling Proteins
9.
Cell Discov ; 3: 17022, 2017.
Article in English | MEDLINE | ID: mdl-28698800

ABSTRACT

Metformin is a commonly prescribed type II diabetes medication that exhibits promising anticancer effects. Recently, these effects were found to be associated, at least in part, with a modulation of microRNA expression. However, the mechanisms by which single modulated microRNAs mediate the anticancer effects of metformin are not entirely clear and knowledge of such a process could be vital to maximize the potential therapeutic benefits of this safe and well-tolerated therapy. Our analysis here revealed that the expression of miR-21-5p was downregulated in multiple breast cancer cell lines treated with pharmacologically relevant doses of metformin. Interestingly, the inhibition of miR-21-5p following metformin treatment was also observed in mouse breast cancer xenografts and in sera from 96 breast cancer patients. This modulation occurred at the levels of both pri-miR-21 and pre-miR-21, suggesting transcriptional modulation. Antagomir-mediated ablation of miR-21-5p phenocopied the effects of metformin on both the clonogenicity and migration of the treated cells, while ectopic expression of miR-21-5p had the opposite effect. Mechanistically, this reduction in miR-21-5p enhanced the expression of critical upstream activators of the AMP-activated protein kinase, calcium-binding protein 39-like and Sestrin-1, leading to AMP-activated protein kinase activation and inhibition of mammalian target of rapamycin signaling. Importantly, these effects of metformin were synergistic with those of everolimus, a clinically relevant mammalian target of rapamycin inhibitor, and were independent of the phosphatase and tensin homolog status. This highlights the potential relevance of metformin in combinatorial settings for the treatment of breast cancer.

10.
Int J Mol Sci ; 18(5)2017 May 03.
Article in English | MEDLINE | ID: mdl-28467351

ABSTRACT

p53 protein is a well-known tumor suppressor factor that regulates cellular homeostasis. As it has several and key functions exerted, p53 is known as "the guardian of the genome" and either loss of function or gain of function mutations in the TP53 coding protein sequence are involved in cancer onset and progression. The Hippo pathway is a key regulator of developmental and regenerative physiological processes but if deregulated can induce cell transformation and cancer progression. The p53 and Hippo pathways exert a plethora of fine-tuned functions that can apparently be in contrast with each other. In this review, we propose that the p53 status can affect the Hippo pathway function by switching its outputs from tumor suppressor to oncogenic activities. In detail, we discuss: (a) the oncogenic role of the protein complex mutant p53/YAP; (b) TAZ oncogenic activation mediated by mutant p53;


Subject(s)
Adaptor Proteins, Signal Transducing/metabolism , Neoplasms/genetics , Phosphoproteins/metabolism , Protein Serine-Threonine Kinases/metabolism , Transcription Factors/metabolism , Tumor Suppressor Protein p53/genetics , Acyltransferases , Adaptor Proteins, Signal Transducing/genetics , Animals , Carcinogenesis/genetics , Hippo Signaling Pathway , Humans , Mice , Neoplasms/metabolism , Oncogenes , Phosphoproteins/genetics , Protein Serine-Threonine Kinases/genetics , Transcription Factors/genetics , Tumor Suppressor Protein p53/metabolism , YAP-Signaling Proteins
11.
Front Oncol ; 6: 77, 2016.
Article in English | MEDLINE | ID: mdl-27066457

ABSTRACT

The p53 gene family members p53, p73, and p63 display several isoforms derived from the presence of internal promoters and alternative splicing events. They are structural homologs but hold peculiar functional properties. p53, p73, and p63 are tumor suppressor genes that promote differentiation, senescence, and apoptosis. p53, unlike p73 and p63, is frequently mutated in cancer often displaying oncogenic "gain of function" activities correlated with the induction of proliferation, invasion, chemoresistance, and genomic instability in cancer cells. These oncogenic functions are promoted either by the aberrant transcriptional cooperation of mutant p53 (mutp53) with transcription cofactors (e.g., NF-Y, E2F1, Vitamin D Receptor, Ets-1, NF-kB and YAP) or by the interaction with the p53 family members, p73 and p63, determining their functional inactivation. The instauration of these aberrant transcriptional networks leads to increased cell growth, low activation of DNA damage response pathways (DNA damage response and DNA double-strand breaks response), enhanced invasion, and high chemoresistance to different conventional chemotherapeutic treatments. Several studies have clearly shown that different cancers harboring mutant p53 proteins exhibit a poor prognosis when compared to those carrying wild-type p53 (wt-p53) protein. The interference of mutantp53/p73 and/or mutantp53/p63 interactions, thereby restoring p53, p73, and p63 tumor suppression functions, could be among the potential therapeutic strategies for the treatment of mutant p53 human cancers.

12.
Oncotarget ; 7(15): 20532-48, 2016 Apr 12.
Article in English | MEDLINE | ID: mdl-26967561

ABSTRACT

We have previously shown that melatonin exerts tumor suppressor activities by inducing the p38-p53 axis. This occurred within a few hours while no data are available on how melatonin pathway can be sustained on the long term. Here we show that miR-24, which has been demonstrated to target genes involved in the DNA repair process, targets p38, p53, PML and H2AX simultaneously. We show that long-term treatment with melatonin can decrease miR-24 levels post-transcriptionally, which pairs with a long-wave regulation of genes involved in cell proliferation, DNA damage, RNA metabolism and cell shape and transformation. Moreover, we show that melatonin can inhibit cell proliferation and migration, at least in part, by downregulating miR-24. Furthermore, we propose the involvement of hnRNP A1, which is downregulated by melatonin and involved in miRNA processing, in the regulation of miR-24 levels by melatonin. We conclude showing that miR-24 is upregulated in colon, breast and head and neck datasets and its levels negatively correlate with overall survival.


Subject(s)
Antineoplastic Agents/pharmacology , Biomarkers, Tumor/genetics , Breast Neoplasms/pathology , Colonic Neoplasms/pathology , Melatonin/pharmacology , MicroRNAs/genetics , Apoptosis , Breast Neoplasms/drug therapy , Breast Neoplasms/metabolism , Case-Control Studies , Cell Proliferation , Colonic Neoplasms/drug therapy , Colonic Neoplasms/metabolism , Female , Heterogeneous Nuclear Ribonucleoprotein A1/genetics , Heterogeneous Nuclear Ribonucleoprotein A1/metabolism , Humans , Prognosis , Survival Rate , Tumor Cells, Cultured
13.
Methods Mol Biol ; 1379: 99-105, 2016.
Article in English | MEDLINE | ID: mdl-26608293

ABSTRACT

The comet assay can be useful in monitoring DNA damage in single cells caused by exposure to genotoxic agents, such as those causing air, water, and soil pollution (e.g., pesticides, dioxins, electromagnetic fields) and chemo- and radiotherapy in cancer patients, or in the assessment of genoprotective effects of chemopreventive molecules. Therefore, it has particular importance in the fields of pharmacology and toxicology, and in both environmental and human biomonitoring. It allows the detection of single strand breaks as well as double-strand breaks and can be used in both normal and cancer cells. Here we describe the alkali method for comet assay, which allows to detect both single- and double-strand DNA breaks.


Subject(s)
Chemoprevention , Comet Assay/methods , Neoplasms/genetics , Neoplasms/prevention & control , Cell Death , DNA Breaks, Double-Stranded , DNA Breaks, Single-Stranded , Molecular Imaging , Neoplasms/pathology , Staining and Labeling
14.
EMBO Rep ; 17(2): 188-201, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26691213

ABSTRACT

Mutant p53 proteins are present in more than half of human cancers. Yes-associated protein (YAP) is a key transcriptional regulator controlling organ growth, tissue homeostasis, and cancer. Here, we report that these two determinants of human malignancy share common transcriptional signatures. YAP physically interacts with mutant p53 proteins in breast cancer cells and potentiates their pro-proliferative transcriptional activity. We found YAP as well as mutant p53 and the transcription factor NF-Y onto the regulatory regions of cyclin A, cyclin B, and CDK1 genes. Either mutant p53 or YAP depletion down-regulates cyclin A, cyclin B, and CDK1 gene expression and markedly slows the growth of diverse breast cancer cell lines. Pharmacologically induced cytoplasmic re-localization of YAP reduces the expression levels of cyclin A, cyclin B, and CDK1 genes both in vitro and in vivo. Interestingly, primary breast cancers carrying p53 mutations and displaying high YAP activity exhibit higher expression levels of cyclin A, cyclin B, and CDK1 genes when compared to wt-p53 tumors.


Subject(s)
Adaptor Proteins, Signal Transducing/metabolism , Breast Neoplasms/metabolism , Gene Expression Regulation, Neoplastic , Phosphoproteins/metabolism , Tumor Suppressor Protein p53/metabolism , Adaptor Proteins, Signal Transducing/genetics , Breast Neoplasms/genetics , CDC2 Protein Kinase , Cell Proliferation , Cyclin A/genetics , Cyclin A/metabolism , Cyclin B/genetics , Cyclin B/metabolism , Cyclin-Dependent Kinases/genetics , Cyclin-Dependent Kinases/metabolism , Female , HCT116 Cells , Humans , MCF-7 Cells , Mutation , Phosphoproteins/genetics , Protein Binding , Protein Transport , Transcription Factors , Tumor Suppressor Protein p53/genetics , YAP-Signaling Proteins
15.
Oncotarget ; 6(20): 18134-50, 2015 Jul 20.
Article in English | MEDLINE | ID: mdl-26136339

ABSTRACT

Malignant pleural mesothelioma is a poorly treated neoplasia arising from the pleural mesothelial lining. Here we document that the leaf extract of Cynara scolymus exerts broad antitumoral effects both in vitro and in vivo on mesothelioma cell lines. We found that Cynara scolymus treatment affects strongly cell growth, migration and tumor engraftment of mesothelioma cell lines. Strikingly, dietary feeding with Cynara scolymus leaf extract reduces the growth of mesothelioma xenografted tumors similarly to pemetrexed, a commonly employed drug in the treatment of mesothelioma. In aggregate our findings suggest that leaf extract of Cynara scolymus holds therapeutic potential for the treatment of mesothelioma.


Subject(s)
Antineoplastic Agents, Phytogenic/pharmacology , Apoptosis/drug effects , Cell Movement/drug effects , Cynara scolymus , Lung Neoplasms/drug therapy , Mesothelioma/drug therapy , Plant Extracts/pharmacology , Pleural Neoplasms/drug therapy , Animals , Antineoplastic Agents, Phytogenic/isolation & purification , Cell Line, Tumor , Cell Proliferation/drug effects , Cynara scolymus/chemistry , Dose-Response Relationship, Drug , Female , Humans , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Mesothelioma/metabolism , Mesothelioma/pathology , Mesothelioma, Malignant , Mice , Neoplasm Invasiveness , Phytotherapy , Plant Extracts/isolation & purification , Plant Leaves , Plants, Medicinal , Pleural Neoplasms/metabolism , Pleural Neoplasms/pathology , Signal Transduction/drug effects , Time Factors , Tumor Burden/drug effects , Xenograft Model Antitumor Assays
16.
Genome Biol ; 15(4): R60, 2014 Apr 30.
Article in English | MEDLINE | ID: mdl-24995990

ABSTRACT

BACKGROUND: Although genetic or epigenetic alterations have been shown to affect the three-dimensional organization of genomes, the utility of chromatin conformation in the classification of human disease has never been addressed. RESULTS: Here, we explore whether chromatin conformation can be used to classify human leukemia. We map the conformation of the HOXA gene cluster in a panel of cell lines with 5C chromosome conformation capture technology, and use the data to train and test a support vector machine classifier named 3D-SP. We show that 3D-SP is able to accurately distinguish leukemias expressing MLL-fusion proteins from those expressing only wild-type MLL, and that it can also classify leukemia subtypes according to MLL fusion partner, based solely on 5C data. CONCLUSIONS: Our study provides the first proof-of-principle demonstration that chromatin conformation contains the information value necessary for classification of leukemia subtypes.


Subject(s)
Chromatin/genetics , Homeodomain Proteins/genetics , Leukemia/genetics , Cell Line, Tumor , Chromatin/chemistry , Chromatin Assembly and Disassembly , Homeodomain Proteins/chemistry , Humans , Leukemia/diagnosis
17.
Methods ; 58(3): 255-67, 2012 Nov.
Article in English | MEDLINE | ID: mdl-23137922

ABSTRACT

In eukaryotes, genome organization can be observed on many levels and at different scales. This organization is important not only to reduce chromosome length but also for the proper execution of various biological processes. High-resolution mapping of spatial chromatin structure was made possible by the development of the chromosome conformation capture (3C) technique. 3C uses chemical cross-linking followed by proximity-based ligation of fragmented DNA to capture frequently interacting chromatin segments in cell populations. Several 3C-related methods capable of higher chromosome conformation mapping throughput were reported afterwards. These techniques include the 3C-carbon copy (5C) approach, which offers the advantage of being highly quantitative and reproducible. We provide here an updated reference protocol for the production of 5C libraries analyzed by next-generation sequencing or onto microarrays. A procedure used to verify that 3C library templates bear the high quality required to produce superior 5C libraries is also described. We believe that this detailed protocol will help guide researchers in probing spatial genome organization and its role in various biological processes.


Subject(s)
Chromatin/genetics , Chromosome Mapping/methods , Animals , Base Sequence , Cross-Linking Reagents/chemistry , DNA/chemistry , DNA/genetics , DNA/isolation & purification , DNA Primers/genetics , Formaldehyde/chemistry , Gene Library , Genome, Human , High-Throughput Nucleotide Sequencing , Humans , Polymerase Chain Reaction , Sequence Analysis, DNA , Tissue Fixation , Titrimetry
18.
BMC Bioinformatics ; 12: 414, 2011 Oct 25.
Article in English | MEDLINE | ID: mdl-22026390

ABSTRACT

BACKGROUND: Long-range interactions between regulatory DNA elements such as enhancers, insulators and promoters play an important role in regulating transcription. As chromatin contacts have been found throughout the human genome and in different cell types, spatial transcriptional control is now viewed as a general mechanism of gene expression regulation. Chromosome Conformation Capture Carbon Copy (5C) and its variant Hi-C are techniques used to measure the interaction frequency (IF) between specific regions of the genome. Our goal is to use the IF data generated by these experiments to computationally model and analyze three-dimensional chromatin organization. RESULTS: We formulate a probabilistic model linking 5C/Hi-C data to physical distances and describe a Markov chain Monte Carlo (MCMC) approach called MCMC5C to generate a representative sample from the posterior distribution over structures from IF data. Structures produced from parallel MCMC runs on the same dataset demonstrate that our MCMC method mixes quickly and is able to sample from the posterior distribution of structures and find subclasses of structures. Structural properties (base looping, condensation, and local density) were defined and their distribution measured across the ensembles of structures generated. We applied these methods to a biological model of human myelomonocyte cellular differentiation and identified distinct chromatin conformation signatures (CCSs) corresponding to each of the cellular states. We also demonstrate the ability of our method to run on Hi-C data and produce a model of human chromosome 14 at 1Mb resolution that is consistent with previously observed structural properties as measured by 3D-FISH. CONCLUSIONS: We believe that tools like MCMC5C are essential for the reliable analysis of data from the 3C-derived techniques such as 5C and Hi-C. By integrating complex, high-dimensional and noisy datasets into an easy to interpret ensemble of three-dimensional conformations, MCMC5C allows researchers to reliably interpret the result of their assay and contrast conformations under different conditions. AVAILABILITY: http://Dostielab.biochem.mcgill.ca.


Subject(s)
Chromatin/chemistry , Genome, Human , Models, Biological , Regulatory Sequences, Nucleic Acid , Cell Line, Tumor , Chromosomes, Human, Pair 14 , Computer Simulation , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Humans , Markov Chains , Monte Carlo Method
19.
Biomark Med ; 4(4): 611-29, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20701449

ABSTRACT

Human health is related to information stored in our genetic code, which is highly variable even amongst healthy individuals. Gene expression is orchestrated by numerous control elements that may be located anywhere in the genome, and can regulate distal genes by physically interacting with them. These DNA contacts can be mapped with the chromosome conformation capture and related technologies. Several studies now demonstrate that gene expression patterns are associated with specific chromatin structures, and may therefore correlate with chromatin conformation signatures. Here, we present an overview of genome organization and its relationship with gene expression. We also summarize how chromatin conformation signatures can be identified and discuss why they might represent ideal biomarkers of human disease in such genetically diverse populations.


Subject(s)
Biomarkers/analysis , Chromatin/chemistry , Chromosomes, Human/chemistry , Disease/genetics , Genome, Human , Nucleic Acid Conformation , Chromatin/genetics , Chromosomes, Human/genetics , Gene Expression , Humans
20.
Nucleic Acids Res ; 38(21): 7472-84, 2010 Nov.
Article in English | MEDLINE | ID: mdl-20660483

ABSTRACT

Spatial chromatin organization is emerging as an important mechanism to regulate the expression of genes. However, very little is known about genome architecture at high-resolution in vivo. Here, we mapped the three-dimensional organization of the human Hox clusters with chromosome conformation capture (3C) technology. We show that computational modeling of 3C data sets can identify candidate regulatory proteins of chromatin architecture and gene expression. Hox genes encode evolutionarily conserved master regulators of development which strict control has fascinated biologists for over 25 years. Proper transcriptional silencing is key to Hox function since premature expression can lead to developmental defects or human disease. We now show that the HoxA cluster is organized into multiple chromatin loops that are dependent on transcription activity. Long-range contacts were found in all four silent clusters but looping patterns were specific to each cluster. In contrast to the Drosophila homeotic bithorax complex (BX-C), we found that Polycomb proteins are only modestly required for human cluster looping and silencing. However, computational three-dimensional Hox cluster modeling identified the insulator-binding protein CTCF as a likely candidate mediating DNA loops in all clusters. Our data suggest that Hox cluster looping may represent an evolutionarily conserved structural mechanism of transcription regulation.


Subject(s)
Chromatin/chemistry , Gene Silencing , Homeodomain Proteins/genetics , Multigene Family , CCCTC-Binding Factor , Cell Line, Tumor , Humans , Male , Models, Molecular , Repressor Proteins/chemistry , Repressor Proteins/physiology , Transcription, Genetic , Young Adult
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