Dissertations / Theses on the topic 'BAG3 protein'
Create a spot-on reference in APA, MLA, Chicago, Harvard, and other styles
Consult the top 30 dissertations / theses for your research on the topic 'BAG3 protein.'
Next to every source in the list of references, there is an 'Add to bibliography' button. Press on it, and we will generate automatically the bibliographic reference to the chosen work in the citation style you need: APA, MLA, Harvard, Chicago, Vancouver, etc.
You can also download the full text of the academic publication as pdf and read online its abstract whenever available in the metadata.
Browse dissertations / theses on a wide variety of disciplines and organise your bibliography correctly.
Guerriero, Luana. "Studio del ruolo della proteina anti-apoptotica BAG3 nel melanoma umano." Doctoral thesis, Universita degli studi di Salerno, 2016. http://hdl.handle.net/10556/2350.
Full textBAG3 protein, a member of BAG family of co-chaperones, has a pro-survival role in several tumor types. BAG3 anti-apoptotic properties rely on its characteristic to bind several intracellular partners, thereby modulating crucial events such as apoptosis, differentiation, cell motility and autophagy. In human melanomas, BAG3 positivity is correlated with the aggressiveness of the tumor cells and can sustain IKK-γ levels, allowing a sustained activation of NF-B. Furthermore, BAG3 is able to modulate BRAFV600E levels and activity in thyroid carcinomas. BRAFV600E mutation is the most frequent detected in malignant melanomas and is targeted by Vemurafenib, a molecule used for the treatment of advanced melanoma. However a subset of patients resulted not sensitive or acquired resistance to this molecule. Here we confirmed that BAG3 expression is significantly enhanced in metastasis in respect to primary tumors, than we demonstrated that BAG3 protein expression was significantly enhanced in metastasis of patients carring BRAFV600E mutation. Furthermore we found a significant correlation between BAG3 positivity and patients’ overall survival (OS), disease-specific survival (DSS) and disease-free survival (DFS) from surgery in patients with melanoma metastatic lymph nodes. Moreover here we show that BAG3 down-modulation interferes with BRAF levels in melanoma cells and sensitizes them to Vemurafenib treatment. Furthermore, in an in vitro model of acquired resistance to Vemurafenib, we demonstrated that the down-modulation of BAG3 protein can resensitize this cells to BRAFV600E specific inhibition interfering with BRAF pathway, causing reduction of ERK and its targets phosphorylation. Further studies will be focused in demonstrating our hypothesis that the molecular interactions between BAG3 and mutated BRAF can represent a target for novel multi-drugs treatment design and that BAG3 expression could contribute to prognosis and patient stratification for specific therapeutic approaches. [edited by Author]
XIV n.s.
Knezevic, Tijana. "TRANSLATIONAL APPROACH TO INVESTIGATE INVOLVEMENT OF BAG3 IN PROTEIN QUALITY CONTROL AND HEART FAILURE." Diss., Temple University Libraries, 2016. http://cdm16002.contentdm.oclc.org/cdm/ref/collection/p245801coll10/id/374885.
Full textPh.D.
Heart failure continues to be a global problem, even with all the drugs currently available, leading to a need of new therapeutics to decrease incidence of heart failure. Heart failure is the inability of the heart muscle to pump sufficient blood and oxygen to the rest of the body. One of the causes of heart failure is cardiomyopathy, where cardiac muscle becomes larger and weaker. Genetic mutations in genes encoding sarcomeric, structural and cytoskeletal proteins were found in families that developed cardiomyopathy. Our laboratory has indentified a family with heart failure in whom a novel mutation in the BCL2-associated athanogene 3 (BAG3) has been characterized. Among other cardiomyopathy-causing BAG3 mutations reported in various laboratories. Several BAG3 mutations in humans are known to cause familial dilated cardiomyopathy, myofibrilar myopathy, and giant axonal neuropathy. BAG3 is a stress induced co-chaperone protein that interacts with several heat shock proteins and acts as an important regulator of protein quality control. Expression of BAG3 is high in cardiac, skeletal and smooth muscle. BAG3 is localized at the z-disk of cardiomyocytes and was shown to be essential in keeping a normal assembly of z-disk proteins during mechanical stretch. Interaction of BAG3 with actin capping protein CapZbeta1 prevents degradation of CapZbeta1 via proteasome system and maintains the integrity of the z-disk. BAG3 was shown to promote clearance of misfolded proteins, such as filamin C, via autophagy. Not only that BAG3 is able to promote clearance of dysfunctional filamin C, but it was found to enhance synthesis of the new filamin. BAG3 deficient mice develop fulminant myopathy and cardiomyopathy with disorganization of z-disk and die after one month of age. Not only that BAG3 is involved in myofibrilar stability in the cardiomyocytes and that patients with BAG3 mutations develop cardiomyopathy, but our lab showed that patients with heart failure have decrease levels of BAG3. Since heart failure patients have decreased levels of BAG3, the therapy where BAG3 levels are restored to normal levels may improve heart function. Here, I show that in mouse model of heart failure after MI left ventricle function is restored after administration of AAV9 BAG3. BAG3 overexpression in mouse heart helped the stability of z-disk proteins after mechanical stress and myocardial infarction. Overexpressed BAG3 localizes to z-disk and is also able to increase autophagy in cardiomyocytes and help with clearance of misfolded proteins. Taken together, this study shows that BAG3 is a valid and promising new therapeutic target for heart failure patients. BAG3 overexpression is able to induce autophagy and help the heart cope better with stress. Also, AAV9 vector is robustly expressed in the heart after systemic administration, and is a promising vector for gene delivery in the patient heart.
Temple University--Theses
Falco, Antonia. "Ruolo della proteina BAG3 nel microambiente tumorale." Doctoral thesis, Universita degli studi di Salerno, 2012. http://hdl.handle.net/10556/293.
Full textRecenti studi hanno dimostrato che il microambiente tumorale subisce numerosi cambiamenti nel corso dello sviluppo del tumore e influenza l’evoluzione e la progressione del cancro. L'ambiente ipossico del tumore stimola l'angiogenesi che può direttamente promuovere la sopravvivenza delle cellule tumorali e la loro invasione. Anche l'infiltrato infiammatorio, associato a molti tumori solidi, è in grado di modulare il comportamento delle cellule tumorali, con effetti anti- e pro-tumorali. Un ruolo importante è svolto anche dai fibroblasti che circondano il tumore, i quali sono in grado di rilasciare fattori di crescita e citochine che stimolano l’ angiogenesi, la crescita del tumore e l'invasione. Tutti questi componenti sono potenziali bersagli per nuove strategie terapeutiche, e, infatti, diverse molecole che agiscono su tali target, sono attualmente utilizzate nelle sperimentazioni cliniche. Inoltre, dati recenti dimostrano che alcuni componenti del microambiente tumorale sono in grado di fornire importanti informazioni prognostiche e predittive. A tale scopo diventa sempre più evidente che, una caratterizzazione completa delle molecole e delle cellule coinvolte nel microambiente del tumore, è richiesta per una maggiore conoscenza della biologia del tumore. BAG3 è una proteina citoplasmatica che è stata recentemente caratterizzata per il suo ruolo centrale in diversi processi associati al tumore quali la sopravvivenza, la proliferazione, la migrazione e l'autofagia. Il ruolo di BAG3 nel microambiente associato al tumore non è stato caratterizzato finora. Pur non avendo un dominio transmembrana, i nostri studi hanno dimostrato che BAG3 può essere associata alla membrana plasmatica e rilasciata nel mezzo extracellulare di alcune cellule neoplastiche e in particolare cellule tumorali del pancreas. Abbiamo anche confermato la presenza di una forma extracellulare di BAG3 nel siero di pazienti affetti da adenocarcinoma pancreatico. Dopo il rilascio nello spazio extracellulare, BAG3 può legare la superficie di cellule adiacenti al tumore, e in particolare abbiamo cercato di stabilire se BAG3 può avere un effetto sui macrofagi che svolgono un ruolo importante nel microambiente infiammatoria associato al tumore. Abbiamo trovato che BAG3 è in grado di legare la superficie cellulare dei macrofagi e di indurre la produzione di componenti associati al processo infiammatorio. Abbiamo anche individuato un nuovo ruolo per BAG3 intracellulare nella regolazione della neo-angiogenesi. Infatti, abbiamo dimostrato che BAG3 è espressa nelle cellule endoteliali e che è in grado di regolare la proliferazione cellulare interagendo con ERK1/2 e la sua fosfatasi DUSP6. Come conseguenza, la riduzione di BAG3 determina una sostenuta fosforilazione di ERK1/2 e una ridotta crescita delle cellule endoteliali in vitro e in vivo. Questo, a sua volta induce una ridotta crescita del tumore in vivo in conseguenza alla ridotta angiogenesi. Complessivamente questi risultati permettono di individuare per la proteina BAG3 un ruolo nuovo nella regolazione dello sviluppo del tumore. [a cura dell'autore]
IX n.s.
Koay, Yee Hui. "The role of BAG6 in protein quality control." Thesis, University of Manchester, 2017. https://www.research.manchester.ac.uk/portal/en/theses/the-role-of-bag6-in-protein-quality-control(75b6fdaa-5c34-4328-b1b8-9f8ba3b94c58).html.
Full textManchen, Steven T. "Characterization and subcellular localization of the human BAT3 protein." Thesis, National Library of Canada = Bibliothèque nationale du Canada, 2001. http://www.collectionscanada.ca/obj/s4/f2/dsk3/ftp05/MQ62248.pdf.
Full textIorio, Vittoria. "Determinazione del ruolo della proteina BAG3 nelle isole del Langerhans e suo coinvolgimento nel meccanismo di secrezione dell’insulina." Doctoral thesis, Universita degli studi di Salerno, 2015. http://hdl.handle.net/10556/2041.
Full textDiabetes is a metabolic alteration due to a decrease in activity of insulin. In particular, it may be a consequence of a reduced availability of this hormone, of an impediment to its normal action, or of a combination of these two factors. The secretion of insulin is a specialized activity of t β cells of the Langerhans islets that are functional endocrine pancreatic part. Diabetes is a widespread disease, particularly in so-called affluent countries, where some risk factors promotes the onset. Actually, it should be considered a syndrome more complex than the simple hyperglycemia. In fact, it is associated to lipid metabolism abnormalities, and increased blood pressure, that, together with abdominal obesity and alterations in glucose homeostasis constitute the so called 'metabolic syndrome': a multifactorial disease that increases the risk of cardiovascular disease. Given to the wide prevalence of this disease, it is therefore necessary a deeper understanding of the normal physiology of β cells and a complete characterization of the molecules involved in the mechanism of insulin secretion. Recently, there has been much progress in this direction, but much remains to be clarified. BAG3 is a protein involved in some of the most important biological processes, such as apoptosis, autophagy, adhesion, migration, and cell invasion. The strong positivity of BAG3 protein in Langerhans islets, recently found in our laboratory, has prompted us to analyze the role of this protein in the β cells physiological functions. To this end, we analyzed BAG3 expression and subcellular localization in the murine insulinoma cell line β TC 6. BAG3 has an apparent mass of 74kDa and is localized in the cytoplasm, here has been shown the presence of a 60 kDa BAG3 form in the insulin- containing granules. The presence in this fraction can be explained by the fact that BAG3 appears to be associated with proteins constitutely expressed on the granules membranes involved in their exocytosis. Indeed, in this work, has been shown the physical interaction of BAG3 protein with t - SNARE SNAP -25 / Syntaxin, which mediate the fusion and exocytosis of insulin vesicles to the plasma membrane. In particular, BAG3 appears to regulate the assembly of the complex allowing a regulated secretion of insulin. In addition, we have shown that BAG3 interacts with the focal adhesion complex FAK / Paxilllin, involved in glucose induced F – actin remodeling. The interaction with FAK, induced by high glucose concentrations, appears to be essential for the phosphorylation of BAG3 by such kinases. BAG3 is also able to sustain ERK phosphorylation, contributing to the destruction of the actin cytoskeleton and increased secretion of insulin. All together these findings disclose a role for BAG3 in regulating insulin release by islet β- cell. [edited by author]
XII n.s.
Casson, Joe. "Investigating the role of TRC40 in post-translational protein delivery and quality control." Thesis, University of Manchester, 2017. https://www.research.manchester.ac.uk/portal/en/theses/investigating-the-role-of-trc40-in-posttranslational-protein-delivery-and-quality-control(02dac94c-857b-4c66-9ea7-8813241dcbce).html.
Full textWitcher, Michael. "Interaction of the anti-apoptotic protein BAG-1 with the vitamin D receptor." Thesis, National Library of Canada = Bibliothèque nationale du Canada, 1999. http://www.collectionscanada.ca/obj/s4/f2/dsk1/tape7/PQDD_0010/MQ52698.pdf.
Full textWood, Jemma Claire. "The function of Bag-1 proteins in epidermal squamous cell carcinoma." Thesis, University of Bristol, 2011. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.550326.
Full textClemo, Nadine Kathryn. "The role of the anti-apoptotic protein BAG-1 in colorectal tumour cell survival." Thesis, University of Bristol, 2007. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.441659.
Full textCrocoll, Alexander [Verfasser]. "Expression und antiapoptotische Funktion des Bag-1 Proteins während der Embryonalentwicklung der Maus / Alexander Crocoll." Karlsruhe : KIT-Bibliothek, 2001. http://d-nb.info/1198221933/34.
Full textBrunn, Jonathan. "Investigation of Possible Novel Peptide Inhibitors to BAG-1 Based On Peptidyl-Biomimetics." VCU Scholars Compass, 2012. http://scholarscompass.vcu.edu/etd/2942.
Full textAveic, Sanja. "Role of BCL-2 associated athanogene - 1 (BAG-1) in Acute Myeloid Leukemia (AML): protein with hundred faces." Doctoral thesis, Università degli studi di Padova, 2011. http://hdl.handle.net/11577/3427500.
Full textBcl-2 associated AthanoGene-1 (BAG-1) è una proteina multifunzionale competente per ritardare la morte cellulare mediante un'azione sinergica principalmente con Bcl-2. BAG-1 così come Bcl-2, è stato segnalato essere molto spesso deregolato in diversi tipi di cancro. Durante il dottorato di ricerca, abbiamo trovato che la proteina BAG-1 è sovra-espressa in una coorte di linee cellulari leucemiche e si esprime in modo eterogeneo in pazienti affetti da leucemia acuta mieloide o linfoide all’esordio. L’approccio del silenziamento genico è stato utilizzato per determinare il ruolo che BAG-1 svolge principalmente nelle leucemie acute mieloidi (LAM), permettendoci di scoprire che l’indotta sotto-espressione di BAG-1 comporta una ridotta espressione di alcune proteine molto importanti per conferire un vantaggio proliferativo alle cellule tumorali. L’espressione di BAG-1 nelle cellule leucemiche è stata dimostrata essere inversamente proporzionale all’espressione di BAG-3, gene della stessa famiglia genica con funzione altamente simile a quella di BAG-1, e questo fenomeno di compensazione genica è stato dimostrato svolgere un ruolo di forte impatto sulla sopravivenza delle cellule leucemiche soprattutto se entrambi i geni venivano silenziati insieme. Un aumento della morte cellulare, confermata dopo il co-silenziamento di BAG-1;3 in linee leucemiche e in colture primarie di LAM è stata osservata, così come l’attivazione delle proteine caspasi-3 e PARP e il rilascio delle molecole pro-apoptotiche citocromo c e Smac/DIABLO. L’elemento chiave del co-silenziamento di BAG-1 e BAG-3 è stato individuato essere soprattutto a livello di repressione dell’espressione proteica di elementi anti-apoptotici, quali Bcl-2, Mcl-1 e Bcl-XL, così come di alcuni regolatori della proliferazione come ERK1/2 e ciclina D1. La nostra ipotesi è che BAG-1 possa rivestire un ruolo importante nella protezione della degradazione di alcune di queste proteine che normalmente vengono degradate via proteasoma. Infatti, dato che queste proteine risultavano diminuite dopo il silenzia mento transitorio di BAG-1;3, la mancanza di questi fattori noti per regolare il turnover proteico, dunque supportava il loro contributo alla aumentata degradazione proteica oservata. E’ molto probabile che il ruolo di BAG-1/-3 avvenga direttamente o indirettamente. Infatti, BAG-1 è noto interagire direttamente con particolari fattori, e noi abbiamo dimostrato che così avviene per Bcl-2, fenomeno già descritto in altri tessuti, e con una proteina di recente interesse la Usp9X, mai prima identificata tra i target diretti di BAG-1. L’abbassamento di BAG-1;3, molto probabilmente tramite Usp9X, ha influenzato l’espressione di Mcl-1, un altro fattore importante nell’apoptosi delle LAM, dimostrando che silenziamento era in grado di influenzare le cellule leucemiche provocando un blocco di induzione dell’apoptosi. Infine, BAG-1 e BAG-3 si candidano a nuove molecole con un potenziale ruolo nel mantenimento delle LAM. L’identificazione dei loro principali targets molecolari, quali Bcl-2, Mcl-1 e Usp9X, affetti particolarmente da BAG-1, portano novità sul ruolo di nuovi pathway che potrebbero essere considerati nelle LAM pediatriche e per futuri sviluppi di targets terapeutici.
Arhel, Nathalie Jane. "Interaction with the retinoblastoma protein modulates the subcellular localisation of BAG-1 in human colonic epithelial cells : implication for apoptosis." Thesis, University of Bristol, 2001. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.390993.
Full textDing, Zhihu. "Role of apoptosis in multidrug resistance and tumorigenesis of human cervical cells, implication of BAG-1 and other apoptotic proteins." Thesis, National Library of Canada = Bibliothèque nationale du Canada, 1999. http://www.collectionscanada.ca/obj/s4/f2/dsk1/tape7/PQDD_0020/MQ54879.pdf.
Full textFaida, Lena [Verfasser], Pawel [Akademischer Betreuer] Kermer, Ralph [Akademischer Betreuer] Kehlenbach, Holger [Akademischer Betreuer] Reichardt, and Thomas [Akademischer Betreuer] Crozier. "Die Funktion des BAG1-Proteins ist abhängig von seiner subzellulären Verteilung / Lena Faida. Gutachter: Ralph Kehlenbach ; Holger Reichardt ; Thomas Crozier. Betreuer: Pawel Kermer." Göttingen : Niedersächsische Staats- und Universitätsbibliothek Göttingen, 2011. http://d-nb.info/1042691517/34.
Full textSondermann, Holger. "Structure function analysis of the Hsp70 cochaperone Bag-1 Characterization of a monocyte, macrophage specific receptor for heat shock protein 70 ; vorgelegt von Holger Sondermann." [S.l.] : [s.n.], 2001. http://deposit.ddb.de/cgi-bin/dokserv?idn=962859613.
Full textKarbaschi, Mohammad Reza. "Structural, physiological and molecular characterisation of the Australian native resurrection grass Tripogon loliiformis (F.Meull) C.E.Hubb during dehydration and rehydration." Thesis, Queensland University of Technology, 2015. https://eprints.qut.edu.au/90050/1/Mohammad%20Reza_Karbaschi_Thesis.pdf.
Full textGreen, Andrew. "Computational techniques for fast Monte Carlo validation of proton therapy treatment plans." Thesis, University of Manchester, 2017. https://www.research.manchester.ac.uk/portal/en/theses/computational-techniques-for-fast-monte-carlo-validation-of-proton-therapy-treatment-plans(96ab69f6-9ec3-44e5-ba13-c3021bfa4d59).html.
Full textPeththa, Thanthrige Nipuni. "Dissecting the molecular mechanisms of AtBAG4-mediated stress tolerance." Thesis, Queensland University of Technology, 2022. https://eprints.qut.edu.au/235369/1/Nipuni%2BPeththa%2BThanthrige%2BThesis%283%29.pdf.
Full textWassbjer, Mattias. "Analysis of the relation between RNA and RBPs using machine learning." Thesis, Linnéuniversitetet, Institutionen för datavetenskap och medieteknik (DM), 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-107092.
Full textGonska, Nathalie. "Proton pathways in energy conversion : K-pathway analogs in O2- and NO-reductases." Doctoral thesis, Stockholms universitet, Institutionen för biokemi och biofysik, 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-147267.
Full textAt the time of the doctoral defense, the following paper was unpublished and had a status as follows: Paper 4: Manuscript.
Colvin, Teresa. "The heat shock protein HSP70 affects cancer signaling via its interaction with co-chaperone BAG3." Thesis, 2016. https://hdl.handle.net/2144/15264.
Full textResende, Daniel Marcos da Silva. "Impact of ER stress and its reversion via chemical chaperones, on age- and proteostasis-associated pathways." Master's thesis, 2019. http://hdl.handle.net/10773/28430.
Full textO envelhecimento permanece até hoje uma das áreas biológicas por resolver de maior importância. Muitas doenças associadas ao envelhecimento estão a aumentar de forma global. Uma característica principal associada ao envelhecimento é a proteostase, cujos diferentes componentes ainda não foram totalmente descritos em diferentes linhas celulares. Aqui, usando um modelo celular neuronal como as células SH-SY5Y, diversos biomarcadores de stress do retículo endoplasmático e de agregação proteica foram avaliados em ambientes de stress do RE induzidos por tunicamicina ou tapsigargina, bem como a sua reversão. A inclusão de agentes protetores (TUDCA) e reversores químicos da agregação proteica (compostos HA) foram incluídos para melhor avaliar essa mesma reversão do stress do RE. BAG3, ATF4, calreticulina e pERK1/2 foram algumas das proteínas incluídas nesta dissertação e a avaliação do stress do RE foi alcançada pela análise dos seus níveis de expressão proteicos e/ou génicos. A indução do stress do RE foi alcançada eficazmente tanto para a tapsigargina como para a tunicamicina, em todas as proteínas-alvo, nesta linha celular. ATF4, calreticulina e pERK1/2 foram diminuídas pela ação dos agentes protetores e, consequentemente, diminuiu o stress do RE. No entanto, para a GRP78 e BAG3, não se obtiveram resultados de reversão do stress do RE. XBP1s apenas alcançou resultados significativos de reversão no caso das condições tratadas com tunicamicina. Em suma, o stress do RE induzido por TG ou TUN foram revertidos parcialmente ou na sua totalidade com sucesso pelos agentes protetores nesta linha celular.
Mestrado em Biomedicina Molecular
Faida, Lena. "Die Funktion des BAG1-Proteins ist abhängig von seiner subzellulären Verteilung." Doctoral thesis, 2011. http://hdl.handle.net/11858/00-1735-0000-0006-B1CF-0.
Full textLeznicki, P., J. Korac-Prlic, K. Kliza, K. Husnjak, Yvonne Nyathi, I. Dikic, and S. High. "Binding of SGTA to Rpn13 selectively modulates protein quality control." 2015. http://hdl.handle.net/10454/17894.
Full textRpn13 is an intrinsic ubiquitin receptor of the 26S proteasome regulatory subunit that facilitates substrate capture prior to degradation. Here we show that the C-terminal region of Rpn13 binds to the tetratricopeptide repeat (TPR) domain of SGTA, a cytosolic factor implicated in the quality control of mislocalised membrane proteins (MLPs). The overexpression of SGTA results in a substantial increase in steady-state MLP levels, consistent with an effect on proteasomal degradation. However, this effect is strongly dependent upon the interaction of SGTA with the proteasomal component Rpn13. Hence, overexpression of the SGTA-binding region of Rpn13 or point mutations within the SGTA TPR domain both inhibit SGTA binding to the proteasome and substantially reduce MLP levels. These findings suggest that SGTA can regulate the access of MLPs to the proteolytic core of the proteasome, implying that a protein quality control cycle that involves SGTA and the BAG6 complex can operate at the 19S regulatory particle. We speculate that the binding of SGTA to Rpn13 enables specific polypeptides to escape proteasomal degradation and/or selectively modulates substrate degradation.
BBSRC [grant number: BB/L006510/1] and the Wellcome Trust [grant number: 092107/Z/10/Z]. K.K. was supported by the UPStream network [EU, FP7, ITN project 290257]
Gamerdinger, Martin [Verfasser]. "Control of protein degradation pathways by BAG proteins and changes during aging / vorgelegt von Martin Gamerdinger." 2009. http://d-nb.info/1000739635/34.
Full textHo, Quang-Thai, and 胡光泰. "Using Continuous Bag of Words to Interpret the Hidden Information of Protein Sequences in Electron Transport Proteins." Thesis, 2018. http://ndltd.ncl.edu.tw/handle/sn77d4.
Full text元智大學
資訊工程學系
106
Deep learning, a subset of AI and machine learning, uses multi-layered artificial neural networks to deliver state-of-the-art performance in tasks such as object detection, speech recognition, language translation and so on. In bioinformatics, Deep learning also has been applied to transform biomedical data into valuable knowledge since the early 2000s and demonstrated remarkable scientific achievements nowadays. As a result, it not only shortens the study time but also produces more accurate and reliable results. In this study, I propose a novel approach for extracting hidden information on the amino acid sequence in the primary protein structure using word embedding which has applied successfully in the natural language researches. Unlike conventional language models, the primary protein structure which resembles an unknown language with 20 words corresponding to 20 amino acids. An ordered chain of words may itself contain the information of biological functions which make a significant contribution to the classification of proteins. This study is attempted to perform directly from the FASTA format of amino acid sequences. I choose electron transport proteins, a bunch of proteins that transfer electrons in metabolic processes for cellular function, to implement this work. Therefore, the study of the identification and classification of electron transport proteins will contribute significantly to improving the understanding of the transport protein process and their roles in energy production in cells. Facebook Fasttext used as a modeling tool which implements the hashing trick for a fast and memory efficient mapping to perform this study. The result of successfully identifying electron transport proteins in transport proteins archived sensitivity of 60.53%, specificity of 94.84%, and accuracy of 91.71%, with MCC of 0.53 for independent testing. This method also improves the measurement metrics compared to previous related works. The proposed technique provides a web-based online tool for research purposes and also opens up promises for implementing natural language methods to solve problems in this field.
Chen, Chia-Chi, and 陳佳琪. "To Characterize the Function of Tid1-Interacting Protein, BAG2, in Oral Squamous Cell Carcinoma Tumorigenesis." Thesis, 2015. http://ndltd.ncl.edu.tw/handle/95218628542902074738.
Full text國立陽明大學
口腔生物研究所
103
Oral squamous cell carcinoma (OSCC) is a major subtype of head and neck squamous cell carcinoma (HNSCC). Depanding on the data, OSCC mortality rate is increasing year by year. Tid1, a DnaJ cochaperon protein, can bind with HSP70, functions as a tumour suppressor in OSCC tumourigenesis. We previously used systemic proteomics analysis to identify Tid1 interacting protein. The HPD loop of DnaJ domain could bind with HSP70 which on Tid1 was mutated by site-directed mutagenesis. Through affinity chromatography and mass spectrometry we identified BAG2 that specifically interact with Tid1 short form (Tid1-S) lacking the functional DnaJ domain. However, the role of BAG2 in OSCC tumourigenesis remains unclear. First, co-immunoprecipitation analysis and confocal microscope were performed to confirm the protein interaction between BAG2 and Tid1. Besides, BAG2 and Tid1 are colocolization in mitochondrial. No matter overexpression or silencing BAG2 in OSCC cells, it always has effects on their phenotypes. Together, these findings suggest that, Tid1 and BAG2 have important roles in OSCC cells.
Martínez-Lumbreras, S., E. M. Krysztofinska, A. Thapaliya, A. Spilotros, D. Matak-Vinkovic, E. Salvadori, P. Roboti, et al. "Structural complexity of the co-chaperone SGTA: a conserved C-terminal region is implicated in dimerization and substrate quality control." 2018. http://hdl.handle.net/10454/17888.
Full textProtein quality control mechanisms are essential for cell health and involve delivery of proteins to specific cellular compartments for recycling or degradation. In particular, stray hydrophobic proteins are captured in the aqueous cytosol by a co-chaperone, the small glutamine-rich, tetratricopeptide repeat-containing protein alpha (SGTA), which facilitates the correct targeting of tail-anchored membrane proteins, as well as the sorting of membrane and secretory proteins that mislocalize to the cytosol and endoplasmic reticulum-associated degradation. Full-length SGTA has an unusual elongated dimeric structure that has, until now, evaded detailed structural analysis. The Cterminal region of SGTA plays a key role in binding a broad range of hydrophobic substrates, yet in contrast to the well-characterized N-terminal and TPR domains, there is a lack of structural information on the C-terminal domain. In this study, we present new insights into the conformation and organization of distinct domains of SGTA and show that the C-terminal domain possesses a conserved region essential for substrate processing in vivo. We show that the C-terminal domain region is characterized by α-helical propensity and an intrinsic ability to dimerize independently of the N-terminal domain. Based on the properties of different regions of SGTA that are revealed using cell biology, NMR, SAXS, Native MS, and EPR, we observe that its C-terminal domain can dimerize in the full-length protein and propose that this reflects a closed conformation of the substrate-binding domain. Our results provide novel insights into the structural complexity of SGTA and provide a new basis for mechanistic studies of substrate binding and release at the C-terminal region.
MRC New Investigator Research Grant: G0900936; BBSRC grants: BB/L006952/1 and BB/L006510/1; BBSRC grant: BB/N006267/1; Wellcome Trust Investigator Award in Science: 204957/Z/16/Z; BBSRC grant: BB/J014567/1