249 research outputs found
Intrinsic and extrinsic regulators of stem cell function in normal and malignant hematopoiesis
Hematopoiesis is an essential process of the human body which generates all of the blood cell types. Blood formation occurs in the bone marrow as a hierarchically organized system, originaing from the blood-forming stem cells also called hematopoietic stem cell (HSC). HSC are located in specific areas within the bone marrow, called the stem cell niche. The niche provides signals for the hematopoietic stem cell which are necessary for the regulation of cell growth and differentiation. When errors occur in this control system, hematological abnormalities can arise and ultimately in some cases lead to leukemia development. Although an incomplete maturation is a hallmark of leukemia, the hierarchy seen in a normal hematopoietic system is somewhat mimicked, with the leukemic stem cell on top. The standard traetment of leukemia patients consists of chemotherapy. Initially, this often seems to be working sufficiently, however the disease tends to return as the leukemic stem cells appear to be relatively insensitive to this treatment. In order to develop better treatment methods, it is important to understand better the similarities and the differences between normal and leukemic stem cells. It this thesis we have examined various aspects of the stem cell niche interactions to define these differences. We have found that functions of certain proteins, such as RAC2 and SAM50, were of more importance in leukemic than normal stem cells. These observations provide new insight into the process of leukemic transformation, and provide clues for developing new methods to specifically target leukemic stem cells
L\'evy noise-driven escape from arctan potential wells
The escape from a potential well is an archetypal problem in the study of
stochastic dynamical systems, representing real-world situations from chemical
reactions to leaving an established home range in movement ecology.
Concurrently, L{\'e}vy noise is a well-established approach to model systems
characterized by statistical outliers and diverging higher-order moments,
ranging from gene expression control to the movement patterns of animals and
humans. Here, we study the problem of L\'evy noise-driven escape from an almost
rectangular, arctan potential well restricted by two absorbing boundaries. We
unveil analogies of the observed transient dynamics to the general properties
of stationary states of L{\'e}vy processes in single-well potentials. The first
escape dynamics is shown to exhibit exponential tails. We examine the
dependence of the escape on the shape parameters, steepness and height, of the
arctan potential. Finally, we explore in detail the behavior of the probability
densities of the first-escape time and the last-hitting point.Comment: 12 page
The crosstalk between EGF, IGF, and Insulin cell signaling pathways - computational and experimental analysis
<p>Abstract</p> <p>Background</p> <p>Cellular response to external stimuli requires propagation of corresponding signals through molecular signaling pathways. However, signaling pathways are not isolated information highways, but rather interact in a number of ways forming sophisticated signaling networks. Since defects in signaling pathways are associated with many serious diseases, understanding of the crosstalk between them is fundamental for designing molecularly targeted therapy. Unfortunately, we still lack technology that would allow high throughput detailed measurement of activity of individual signaling molecules and their interactions. This necessitates developing methods to prioritize selection of the molecules such that measuring their activity would be most informative for understanding the crosstalk. Furthermore, absence of the reaction coefficients necessary for detailed modeling of signal propagation raises the question whether simple parameter-free models could provide useful information about such pathways.</p> <p>Results</p> <p>We study the combined signaling network of three major pro-survival signaling pathways: <b>E</b>pidermal <b>G</b>rowth <b>F</b>actor <b>R</b>eceptor (EGFR), <b>I</b>nsulin-like <b>G</b>rowth <b>F</b>actor-1 <b>R</b>eceptor (IGF-1R), and <b>I</b>nsulin <b>R</b>eceptor (IR). Our study involves static analysis and dynamic modeling of this network, as well as an experimental verification of the model by measuring the response of selected signaling molecules to differential stimulation of EGF, IGF and insulin receptors. We introduced two novel measures of the importance of a node in the context of such crosstalk. Based on these measures several molecules, namely Erk1/2, Akt1, Jnk, p70S6K, were selected for monitoring in the network simulation and for experimental studies. Our simulation method relies on the Boolean network model combined with stochastic propagation of the signal. Most (although not all) trends suggested by the simulations have been confirmed by experiments.</p> <p>Conclusion</p> <p>The simple model implemented in this paper provides a valuable first step in modeling signaling networks. However, to obtain a fully predictive model, a more detailed knowledge regarding parameters of individual interactions might be necessary.</p
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Early clinical experience of boron neutron capture therapy for glioblastoma multiforme
Boron neutron capture therapy (BNCT) is a binary treatment modality that can selectively irradiate tumor tissue. BNCT uses drugs containing a stable isotope of boron. {sup 10}B, to sensitize tumor cells to irradiation by low energy (thermal) neutrons. The interaction of the {sup 10}B with a thermal neutron (neutron capture) causes the {sup 10}B nucleus to split, releasing an alpha particle and a lithium nucleus. These products of the {sup 10}B(n, {alpha}){sup 7}Li reaction are very damaging to cells but have a combined path length in tissue of approximately 14 {mu}m, or roughly the diameter of one or two cells. Thus, most of the ionizing energy imparted to tissue is localized to {sup 10}B-loaded cells
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Targeted Radionuclide Therapy: Practical Applications and Future Prospects
In recent years, there has been a proliferation in the development of targeted radionuclide cancer therapy. It is now possible to use baseline clinical and imaging assessments to determine the most effective therapy and to tailor this therapy during the course of treatment based on radiation dosimetry and tumor response. Although this personalized approach to medicine has the advantage of maximizing therapeutic effect while limiting toxicity, it can be challenging to implement and expensive. Further, in order to use targeted radionuclide therapy effectively, there is a need for multidisciplinary awareness, education, and collaboration across the scientific, industrial, and medical communities. Even more important, there is a growing understanding that combining radiopharmaceuticals with conventional treatment such as chemotherapy and external beam radiotherapy may limit patient morbidity while improving survival. Developments in radiopharmaceuticals as biomarkers capable of predicting therapeutic response and targeting disease are playing a central role in medical research. Adoption of a practical approach to manufacturing and delivering radiopharmaceuticals, assessing patient eligibility, optimizing post-therapy follow-up, and addressing reimbursement issues will be essential for their success
MRI for Differentiation between HPV-Positive and HPV-Negative Oropharyngeal Squamous Cell Carcinoma:A Systematic Review
Human papillomavirus (HPV) is an important risk factor for oropharyngeal squamous cell carcinoma (OPSCC). HPV-positive (HPV+) cases are associated with a different pathophysiology, microstructure, and prognosis compared to HPV-negative (HPV−) cases. This review aimed to investigate the potential of magnetic resonance imaging (MRI) to discriminate between HPV+ and HPV− tumours and predict HPV status in OPSCC patients. A systematic literature search was performed on 15 December 2022 on EMBASE, MEDLINE ALL, Web of Science, and Cochrane according to PRISMA guidelines. Twenty-eight studies (n = 2634 patients) were included. Five, nineteen, and seven studies investigated structural MRI (e.g., T1, T2-weighted), diffusion-weighted MRI, and other sequences, respectively. Three out of four studies found that HPV+ tumours were significantly smaller in size, and their lymph node metastases were more cystic in structure than HPV− ones. Eleven out of thirteen studies found that the mean apparent diffusion coefficient was significantly higher in HPV− than HPV+ primary tumours. Other sequences need further investigation. Fourteen studies used MRI to predict HPV status using clinical, radiological, and radiomics features. The reported areas under the curve (AUC) values ranged between 0.697 and 0.944. MRI can potentially be used to find differences between HPV+ and HPV− OPSCC patients and predict HPV status with reasonable accuracy. Larger studies with external model validation using independent datasets are needed before clinical implementation.</p
MRI for Differentiation between HPV-Positive and HPV-Negative Oropharyngeal Squamous Cell Carcinoma:A Systematic Review
Human papillomavirus (HPV) is an important risk factor for oropharyngeal squamous cell carcinoma (OPSCC). HPV-positive (HPV+) cases are associated with a different pathophysiology, microstructure, and prognosis compared to HPV-negative (HPV−) cases. This review aimed to investigate the potential of magnetic resonance imaging (MRI) to discriminate between HPV+ and HPV− tumours and predict HPV status in OPSCC patients. A systematic literature search was performed on 15 December 2022 on EMBASE, MEDLINE ALL, Web of Science, and Cochrane according to PRISMA guidelines. Twenty-eight studies (n = 2634 patients) were included. Five, nineteen, and seven studies investigated structural MRI (e.g., T1, T2-weighted), diffusion-weighted MRI, and other sequences, respectively. Three out of four studies found that HPV+ tumours were significantly smaller in size, and their lymph node metastases were more cystic in structure than HPV− ones. Eleven out of thirteen studies found that the mean apparent diffusion coefficient was significantly higher in HPV− than HPV+ primary tumours. Other sequences need further investigation. Fourteen studies used MRI to predict HPV status using clinical, radiological, and radiomics features. The reported areas under the curve (AUC) values ranged between 0.697 and 0.944. MRI can potentially be used to find differences between HPV+ and HPV− OPSCC patients and predict HPV status with reasonable accuracy. Larger studies with external model validation using independent datasets are needed before clinical implementation.</p
Radiopharmaceuticals for Relapsed or Refractory Leukemias
Radiopharmaceuticals, meaning drugs that hold a radionuclide intended for use in cancer patients for treatment of their disease or for palliation of their disease-related symptoms, have gained new interest for clinical development in adult patients with relapsed or refractory leukemia. About one-third of adult patients outlive their leukemia, with the remainder unable to attain complete remission status following the first phase of treatment due to refractory bone marrow or blood residual microscopic disease. The National Cancer Institute (NCI) Cancer Therapy Evaluation Program conducted 49 phase 1-1b trials in adult patients with leukemia between 1986 and 2017 in an effort to discover tolerated and effective therapeutic drug combinations intended to improve remission and mortality rates. None of these trials involved radiopharmaceuticals. In this article, the NCI perspective on the challenges encountered in and on the future potential of radiopharmaceuticals alone or in combination for adult patients with relapsed or refractory leukemia is discussed. An effort is underway already to build-up the NCI's clinical trial enterprise infrastructure for radiopharmaceutical clinical development
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