97 research outputs found
Genomic Copy Number Alterations in Serous Ovarian Cancer
Precision medicine in cancer is the idea that the recognition and targeting of key genetic drivers of a patient’s tumor can permit more effective and less toxic outcomes. Point mutations that alter protein function have been primary targets. Yet in ovarian cancer, unique genetic mutations have been identified only in adult granulosa cell tumors, with a number of other point mutations present in mucinous, clear cell and endometrioid carcinoma subtypes. By contrast, the serous subtype of ovarian cancer shows many fewer point mutations but cascading defects in DNA damage repair that leads to a network of gains and losses of entire genes called somatic copy number alterations. The shuffling and selection of the thousands of genes in serous ovarian cancer has made it a complex disease to understand, but patterns are beginning to emerge based on our understanding of key cellular protein networks that may provide a better basis for future implementation of precision medicine for this most prevalent subtype of disease
Deep Reinforcement Learning in Trading Algorithms
An algorithm that can learn an optimal policy to execute trade profitable is any market participant’s dream. In the project, we propose an algorithm that does just that: a Deep Reinforcement Learning trading algorithm. We design our algorithm by tuning the reward function to our specified constraints, taking into account unrealized Profits and Losses (PnL), Sharpe ratio, profits, and transaction costs. Additionally, we use a short 5-month moving average replay memory in order to ensure our algorithm is basing its decision on the most pertinent information. We combine the aforementioned concepts to make a theoretical Deep Reinforcement Learning trading algorithm
A strategy to combine pathway-targeted low toxicity drugs in ovarian cancer.
Serous Ovarian Cancers (SOC) are frequently resistant to programmed cell death. However, here we describe that these programmed death-resistant cells are nonetheless sensitive to agents that modulate autophagy. Cytotoxicity is not dependent upon apoptosis, necroptosis, or autophagy resolution. A screen of NCBI yielded more than one dozen FDA-approved agents displaying perturbed autophagy in ovarian cancer. The effects were maximized via combinatorial use of the agents that impinged upon distinct points of autophagy regulation. Autophagosome formation correlated with efficacy in vitro and the most cytotoxic two agents gave similar effects to a pentadrug combination that impinged upon five distinct modulators of autophagy. However, in a complex in vivo SOC system, the pentadrug combination outperformed the best two, leaving trace or no disease and with no evidence of systemic toxicity. Targeting the autophagy pathway in a multi-modal fashion might therefore offer a clinical option for treating recalcitrant SOC
Lifespan Extension Conferred by Endoplasmic Reticulum Secretory Pathway Deficiency Requires Induction of the Unfolded Protein Response
Cells respond to accumulation of misfolded proteins in the endoplasmic reticulum (ER) by activating the unfolded protein response (UPR) signaling pathway. The UPR restores ER homeostasis by degrading misfolded proteins, inhibiting translation, and increasing expression of chaperones that enhance ER protein folding capacity. Although ER stress and protein aggregation have been implicated in aging, the role of UPR signaling in regulating lifespan remains unknown. Here we show that deletion of several UPR target genes significantly increases replicative lifespan in yeast. This extended lifespan depends on a functional ER stress sensor protein, Ire1p, and is associated with constitutive activation of upstream UPR signaling. We applied ribosome profiling coupled with next generation sequencing to quantitatively examine translational changes associated with increased UPR activity and identified a set of stress response factors up-regulated in the long-lived mutants. Besides known UPR targets, we uncovered up-regulation of components of the cell wall and genes involved in cell wall biogenesis that confer resistance to multiple stresses. These findings demonstrate that the UPR is an important determinant of lifespan that governs ER stress and identify a signaling network that couples stress resistance to longevity
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Autophagy gene haploinsufficiency drives chromosome instability, increases migration, and promotes early ovarian tumors.
Autophagy, particularly with BECN1, has paradoxically been highlighted as tumor promoting in Ras-driven cancers, but potentially tumor suppressing in breast and ovarian cancers. However, studying the specific role of BECN1 at the genetic level is complicated due to its genomic proximity to BRCA1 on both human (chromosome 17) and murine (chromosome 11) genomes. In human breast and ovarian cancers, the monoallelic deletion of these genes is often co-occurring. To investigate the potential tumor suppressor roles of two of the most commonly deleted autophagy genes in ovarian cancer, BECN1 and MAP1LC3B were knocked-down in atypical (BECN1+/+ and MAP1LC3B+/+) ovarian cancer cells. Ultra-performance liquid chromatography mass-spectrometry metabolomics revealed reduced levels of acetyl-CoA which corresponded with elevated levels of glycerophospholipids and sphingolipids. Migration rates of ovarian cancer cells were increased upon autophagy gene knockdown. Genomic instability was increased, resulting in copy-number alteration patterns which mimicked high grade serous ovarian cancer. We further investigated the causal role of Becn1 haploinsufficiency for oncogenesis in a MISIIR SV40 large T antigen driven spontaneous ovarian cancer mouse model. Tumors were evident earlier among the Becn1+/- mice, and this correlated with an increase in copy-number alterations per chromosome in the Becn1+/- tumors. The results support monoallelic loss of BECN1 as permissive for tumor initiation and potentiating for genomic instability in ovarian cancer
Pediatric Feeding Disorder: Consensus Definition and Conceptual Framework
Pediatric feeding disorders (PFDs) lack a universally accepted definition. Feeding disorders require comprehensive assessment and treatment of 4 closely related, complementary domains (medical, psychosocial, and feeding skill-based systems and associated nutritional complications). Previous diagnostic paradigms have, however, typically defined feeding disorders using the lens of a single professional discipline and fail to characterize associated functional limitations that are critical to plan appropriate interventions and improve quality of life. Using the framework of the World Health Organization International Classification of Functioning, Disability, and Health, a unifying diagnostic term is proposed: “Pediatric Feeding Disorder” (PFD), defined as impaired oral intake that is not age-appropriate, and is associated with medical, nutritional, feeding skill, and/or psychosocial dysfunction. By incorporating associated functional limitations, the proposed diagnostic criteria for PFD should enable practitioners and researchers to better characterize the needs of heterogeneous patient populations, facilitate inclusion of all relevant disciplines in treatment planning, and promote the use of common, precise, terminology necessary to advance clinical practice, research, and health-care policy
Shared decision-making experiences in child long-term ventilation : a systematic review
INTRODUCTION: Recent decades have seen an increase in children receiving long-term ventilation. To ensure that long-term ventilation decisions incorporate the perspectives of stakeholders, it is vital that empirical evidence is gathered to substantiate frameworks and guidance on shared decision-making for long-term ventilation. This systematic review and qualitative evidence synthesis aimed to clarify what shared decision-making constitutes in relation to long-term ventilation initiation for children and young people (<21 years). METHODS: A systematic review of qualitative research was undertaken. Searches were conducted in MEDLINE, Embase, CINAHL, PsycINFO and Web of Science. RESULTS: Findings from 13 studies were included representative of 363 caregivers and 143 healthcare professional experiences. Components that support shared decision-making included acknowledging the unique positionality of caregivers and ensuring caregivers were informed about the implications of long-term ventilation. Beneficial qualities of engagement between stakeholders included honest, clear and timely dialogue using lay, tactful and sensitive language. CONCLUSION: Our findings clarify components and approaches supportive of shared decision-making in discussions about long-term ventilation. This review therefore provides a valuable resource to implement shared decision-making practices in the context of long-term ventilation decisions for children and young people
The Grizzly, November 13, 1990
Clergy Assembly Meets Ninth Consecutive Year • Career Day: An Information Session for Students • U.S. Energy Policy Anti-American? • The Ursinus Tutoring Program • Being British Without Being English • Election Results • Students React to Reimert Security Doors • Greeks Sponsor Halloween Party • F.W. Olin Foundation • Wilk 3 Protest • The History of Olin Grant • The Changeling • INXS • Television: Whose Reality is it Anyway? • Swimmers Wash Out Washington • Cross-Country Team Pleased with Regionals • Steimy Starts Club • Men\u27s Basketball Looks for Improvement in 1991 Season • Football Finishes Season with a Loss • Letters: No Defense for Personal Abuse; Zeta Chi Missed the Point! • Uncle Sam Wants Everyone • Pre-Med Prognosis Improving • Ursinus Grad in Sticky Situation • Brownback-Anders Meetinghttps://digitalcommons.ursinus.edu/grizzlynews/1264/thumbnail.jp
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