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Unveiling The Tumor Microenvironment By Machine Learning To Develop New Immunotherapeutic Strategies Volume Ib
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Book Synopsis Unveiling the Tumor Microenvironment by Machine Learning to Develop New Immunotherapeutic Strategies (Volume I.B) by : Nan Zhang
Download or read book Unveiling the Tumor Microenvironment by Machine Learning to Develop New Immunotherapeutic Strategies (Volume I.B) written by Nan Zhang and published by Frontiers Media SA. This book was released on 2023-10-24 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: The tumor microenvironment (TME) plays a critical role in tumor proliferation, progression, and therapeutic responses. TME is a complex network of cancer cells, stromal cells, and, most importantly, infiltrating immune cells. Cancer cells regulate numerous biological functions through direct or indirect interaction with TME components. Emerging evidence suggests that TME crucially influences the response to both chemotherapy and immunotherapy. As scientific research has entered the big data era with the fast development of high-throughput sequencing technologies, machine learning has been gradually widely applied to extract important knowledge from big data bioinformatics. Thus, characterizing the TME landscape in cancer and identifying different immune-related TME phenotypes using machine learning-based bioinformatics analyses, in vitro experiments, and in vivo experiments are of great interest and significance.
Book Synopsis Unveiling the Tumor Microenvironment by Machine Learning to Develop New Immunotherapeutic Strategies (Volume I.A) by : Nan Zhang
Download or read book Unveiling the Tumor Microenvironment by Machine Learning to Develop New Immunotherapeutic Strategies (Volume I.A) written by Nan Zhang and published by Frontiers Media SA. This book was released on 2023-10-24 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: The tumor microenvironment (TME) plays a critical role in tumor proliferation, progression, and therapeutic responses. TME is a complex network of cancer cells, stromal cells, and, most importantly, infiltrating immune cells. Cancer cells regulate numerous biological functions through direct or indirect interaction with TME components. Emerging evidence suggests that TME crucially influences the response to both chemotherapy and immunotherapy. As scientific research has entered the big data era with the fast development of high-throughput sequencing technologies, machine learning has been gradually widely applied to extract important knowledge from big data bioinformatics. Thus, characterizing the TME landscape in cancer and identifying different immune-related TME phenotypes using machine learning-based bioinformatics analyses, in vitro experiments, and in vivo experiments are of great interest and significance.
Book Synopsis Community series in unveiling the tumor microenvironment by machine learning to develop new immunotherapeutic strategies, volume II by : Ping Zheng
Download or read book Community series in unveiling the tumor microenvironment by machine learning to develop new immunotherapeutic strategies, volume II written by Ping Zheng and published by Frontiers Media SA. This book was released on 2024-02-06 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Immunotherapy of Hepatocellular Carcinoma by : Tim F. Greten
Download or read book Immunotherapy of Hepatocellular Carcinoma written by Tim F. Greten and published by Springer. This book was released on 2018-08-22 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book we provide insights into liver – cancer and immunology. Experts in the field provide an overview over fundamental immunological questions in liver cancer and tumorimmunology, which form the base for immune based approaches in HCC, which gain increasing interest in the community due to first promising results obtained in early clinical trials. Hepatocellular carcinoma (HCC) is the third most common cause of cancer related death in the United States. Treatment options are limited. Viral hepatitis is one of the major risk factors for HCC, which represents a typical “inflammation-induced” cancer. Immune-based treatment approaches have revolutionized oncology in recent years. Various treatment strategies have received FDA approval including dendritic cell vaccination, for prostate cancer as well as immune checkpoint inhibition targeting the CTLA4 or the PD1/PDL1 axis in melanoma, lung, and kidney cancer. Additionally, cell based therapies (adoptive T cell therapy, CAR T cells and TCR transduced T cells) have demonstrated significant efficacy in patients with B cell malignancies and melanoma. Immune checkpoint inhibitors in particular have generated enormous excitement across the entire field of oncology, providing a significant benefit to a minority of patients.
Author :National Academies of Sciences, Engineering, and Medicine Publisher :National Academies Press ISBN 13 :0309457971 Total Pages :145 pages Book Rating :4.3/5 (94 download)
Book Synopsis The Drug Development Paradigm in Oncology by : National Academies of Sciences, Engineering, and Medicine
Download or read book The Drug Development Paradigm in Oncology written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2018-02-12 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in cancer research have led to an improved understanding of the molecular mechanisms underpinning the development of cancer and how the immune system responds to cancer. This influx of research has led to an increasing number and variety of therapies in the drug development pipeline, including targeted therapies and associated biomarker tests that can select which patients are most likely to respond, and immunotherapies that harness the body's immune system to destroy cancer cells. Compared with standard chemotherapies, these new cancer therapies may demonstrate evidence of benefit and clearer distinctions between efficacy and toxicity at an earlier stage of development. However, there is a concern that the traditional processes for cancer drug development, evaluation, and regulatory approval could impede or delay the use of these promising cancer treatments in clinical practice. This has led to a number of effortsâ€"by patient advocates, the pharmaceutical industry, and the Food and Drug Administration (FDA)â€"to accelerate the review of promising new cancer therapies, especially for cancers that currently lack effective treatments. However, generating the necessary data to confirm safety and efficacy during expedited drug development programs can present a unique set of challenges and opportunities. To explore this new landscape in cancer drug development, the National Academies of Sciences, Engineering, and Medicine developed a workshop held in December 2016. This workshop convened cancer researchers, patient advocates, and representatives from industry, academia, and government to discuss challenges with traditional approaches to drug development, opportunities to improve the efficiency of drug development, and strategies to enhance the information available about a cancer therapy throughout its life cycle in order to improve its use in clinical practice. This publication summarizes the presentations and discussions from the workshop.
Book Synopsis Oncoimmunology by : Laurence Zitvogel
Download or read book Oncoimmunology written by Laurence Zitvogel and published by Springer. This book was released on 2017-12-13 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, leading experts in cancer immunotherapy join forces to provide a comprehensive guide that sets out the main principles of oncoimmunology and examines the latest advances and their implications for clinical practice, focusing in particular on drugs with FDA/EMA approvals and breakthrough status. The aim is to deliver a landmark educational tool that will serve as the definitive reference for MD and PhD students while also meeting the needs of established researchers and healthcare professionals. Immunotherapy-based approaches are now inducing long-lasting clinical responses across multiple histological types of neoplasia, in previously difficult-to-treat metastatic cancers. The future challenges for oncologists are to understand and exploit the cellular and molecular components of complex immune networks, to optimize combinatorial regimens, to avoid immune-related side effects, and to plan immunomonitoring studies for biomarker discovery. The editors hope that this book will guide future and established health professionals toward the effective application of cancer immunology and immunotherapy and contribute significantly to further progress in the field.
Download or read book Immunotherapy written by Aung Naing and published by Springer Nature. This book was released on 2022-01-01 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of immuno-oncology continues to rapidly evolve as new insights to fight and treat cancer emerge. The fourth edition of Immunotherapy provides the most current overview of immuno-oncology in different cancer types and toxicities associated with immunotherapy. While immunotherapy has revolutionized the treatment landscape of several solid malignancies, several challenges still exist. Only a subset of patients derive clinical benefits; some do not respond at all, and others respond initially, only for their disease to progress later. Because these drugs can activate a broad range of immune cells, patients suffer from a unique set of side effects known as immune-related adverse events. As more immunotherapeutic agents are used in the clinic, it is important to provide updates about current and ongoing developments in the field to further research efforts and inform treatment decisions. The fourth edition will have a new focus on strategies to overcome the challenges associated with immunotherapy. Chapters will discuss topics such as biomarkers of response, resistance mechanisms, role of imaging in predicting immune-related adverse events, and management of immune-related adverse events. Written by leading experts conducting cutting-edge research, readers will gain up-to-date knowledge on the current state and future of immunotherapy.
Book Synopsis Triple-negative breast cancer: heterogeneity, tumor microenvironment and targeted therapy by : Xiyun Deng
Download or read book Triple-negative breast cancer: heterogeneity, tumor microenvironment and targeted therapy written by Xiyun Deng and published by Frontiers Media SA. This book was released on 2022-12-27 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Angiogenesis Assays by : Carolyn A. Staton
Download or read book Angiogenesis Assays written by Carolyn A. Staton and published by John Wiley & Sons. This book was released on 2007-01-11 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: Angiogenesis, the development of new blood vessels from the existing vasculature, is essential for physiological growth and over 18,000 research articles have been published describing the role of angiogenesis in over 70 different diseases, including cancer, diabetic retinopathy, rheumatoid arthritis and psoriasis. One of the most important technical challenges in such studies has been finding suitable methods for assessing the effects of regulators of eh angiogenic response. While increasing numbers of angiogenesis assays are being described both in vitro and in vivo, it is often still necessary to use a combination of assays to identify the cellular and molecular events in angiogenesis and the full range of effects of a given test protein. Although the endothelial cell - its migration, proliferation, differentiation and structural rearrangement - is central to the angiogenic process, it is not the only cell type involved. the supporting cells, the extracellular matrix and the circulating blood with its cellular and humoral components also contribute. In this book, experts in the use of a diverse range of assays outline key components of these and give a critical appraisal of their strengths and weaknesses. Examples include assays for the proliferation, migration and differentiation of endothelial cells in vitro, vessel outgrowth from organ cultures, assessment of endothelial and mural cell interactions, and such in vivo assays as the chick chorioallantoic membrane, zebrafish, corneal, chamber and tumour angiogenesis models. These are followed by a critical analysis of the biological end-points currently being used in clinical trials to assess the clinical efficacy of anti-angiogenic drugs, which leads into a discussion of the direction future studies should take. This valuable book is of interest to research scientists currently working on angiogenesis in both the academic community and in the biotechnology and pharmaceutical industries. Relevant disciplines include cell and molecular biology, oncology, cardiovascular research, biotechnology, pharmacology, pathology and physiology.
Book Synopsis Microbiome and Cancer by : Erle S. Robertson
Download or read book Microbiome and Cancer written by Erle S. Robertson and published by Springer. This book was released on 2019-02-20 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book ventures into a new and exciting area of discovery that directly ties our current knowledge of cancer to the discovery of microorganisms associated with different types of cancers. Recent studies demonstrate that microorganisms are directly linked to the establishment of cancers and that they can also contribute to the initiation, as well as persistence of, the cancers. Microbiome and Cancer covers the current knowledge of microbiome and its association with human cancers. It provides important reading for novices, senior undergraduates in cancer and microbiology, graduate students, junior investigators, residents, fellows and established investigators in the fields of cancer and microbiology. We cover areas related to known, broad concepts in microbiology and how they can relate to the ongoing discoveries of the micro-environment and the changes in the metabolic and physiologic states in that micro-environment, which are important for the ongoing nurturing and survival of the poly-microbial content that dictates activities in that micro-environment. We cover the interactions of microorganisms associated with gastric carcinomas, which are important for driving this particular cancer. Additional areas include oral cancers, skin cancers, ovarian cancers, breast cancers, nasopharyngeal cancers, lung cancers, mesotheliomas, Hodgkin’s and non-Hodgkin’s lymphomas, glioblastoma multiforme, hepatocellular carcinomas, as well as the inflammatory response related to the infectious agents in cancers. This book covers the metabolic changes that occur because of infection and their support for development of cancers, chronic infection and development of therapeutic strategies for detection and control of the infection. The field of microbiome research has exploded over the last five years, and we are now understanding more and more about the context in which microorganisms can contribute to the onset of cancers in humans. The field of microbiome research has demonstrated that the human body has specific biomes for tissues and that changes in these biomes at the specific organ sites can result in disease. These changes can result in dramatic differences in metabolic shifts that, together with genetic mutations, will produce the perfect niche for establishment of the particular infection programmes in that organ site. We are just beginning to understand what those changes are and how they influence the disease state. Overall, we hope to bring together the varying degrees of fluctuations in the microbiome at the major organ sites and how these changes affect the normal cellular processes because of dysregulation, leading to proliferation of the associated tissues.
Download or read book Melanoma written by Adam I. Riker and published by Springer. This book was released on 2018-06-06 with total page 653 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text serves as a very useful clinical guide and realistic approach to the clinical management of melanoma. Primary care physicians, specialists from varying areas of medical practice and numerous other healthcare providers will find this text to be quite useful as a standard daily reference and use in the office setting. It provides a clear and concise source of information in order to make real-life, evidence-based decisions for all aspects of management for cutaneous melanoma. This book also provides the latest breakthroughs in melanoma research, ranging from recent discoveries in genomics and epigenetics, to newly identified genes that have been selectively targeted for the development of a personalized approach to treatment. All chapters are written by specialists and true experts within their respective fields, incorporating the latest scientific, clinical and evidence-based medicine for melanoma (and non-melanoma skin cancers). This up-to-date information can be easily applied and translated to the clinical setting for the melanoma patient.
Book Synopsis Cancer Vaccines and Immunotherapy by : Peter L. Stern
Download or read book Cancer Vaccines and Immunotherapy written by Peter L. Stern and published by Cambridge University Press. This book was released on 2000-08-17 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rapid progress in the definition of tumor antigens, and improved immunization methods, bring effective cancer vaccines within reach. In this wide-ranging survey, leading clinicians and scientists review therapeutic cancer vaccine strategies against a variety of diseases and molecular targets. Intended for an interdisciplinary readership, their contributions cover the rationale, development, and implementation of vaccines in human cancer treatment, with specific reference to cancer of the cervix, breast, colon, bladder, and prostate, and to melanoma and lymphoma. They review target identification, delivery vectors and clinical trial design. The book begins and ends with lucid overviews from the editors, that discuss the most recent developments.
Book Synopsis Automated Machine Learning by : Frank Hutter
Download or read book Automated Machine Learning written by Frank Hutter and published by Springer. This book was released on 2019-05-17 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML methods that can be used easily and without expert knowledge. However, many of the recent machine learning successes crucially rely on human experts, who manually select appropriate ML architectures (deep learning architectures or more traditional ML workflows) and their hyperparameters. To overcome this problem, the field of AutoML targets a progressive automation of machine learning, based on principles from optimization and machine learning itself. This book serves as a point of entry into this quickly-developing field for researchers and advanced students alike, as well as providing a reference for practitioners aiming to use AutoML in their work.
Book Synopsis Extracellular Matrix Components by : Erkki Ruoslahti
Download or read book Extracellular Matrix Components written by Erkki Ruoslahti and published by Academic Press. This book was released on 1994 with total page 680 pages. Available in PDF, EPUB and Kindle. Book excerpt: This publication presents a collection of essays that reflect current research and technical advances in extracellular matrix field, which has undergone remarkable expansion since publication of Volume 82 of 'Methods in Enzymology' in 1982.
Book Synopsis Progress in Cancer Immunotherapy by : Shuren Zhang
Download or read book Progress in Cancer Immunotherapy written by Shuren Zhang and published by Springer. This book was released on 2016-05-30 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides readers an extensive overview of recent progress in basic and clinical research on cancer immunotherapy. Thanks to rapid advances in molecular biology and immunology, it has become increasingly evident that cancer growth is influenced by host immune responses. With the success of a number of clinical trials, immunotherapy has become a promising treatment modality of cancer. This book covers five major topics, including monoclonal antibodies, biological response modifiers, cancer vaccines, adoptive cellular therapy and oncolytic viruses. It also examines the combination of different immune strategies as well as the combination of immunotherapy with other treatments to increase anti-tumor effects. Through the comprehensive discussion of the topic, the book sheds valuable new light on the treatment of tumors.
Book Synopsis Vaccines for Cancer Immunotherapy by : Nima Rezaei
Download or read book Vaccines for Cancer Immunotherapy written by Nima Rezaei and published by Academic Press. This book was released on 2018-10-17 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Therapeutic cancer vaccines represent a type of active cancer immunotherapy. Clinicians, scientists, and researchers working on cancer treatment require evidence-based and up-to-date resources relating to therapeutic cancer vaccines. Vaccines for Cancer Immunotherapy provides a reference for cancer treatment for clinicians and presents a well-organized resource for determining high-potential research areas. The book considers that this promising modality can be made more feasible as a treatment for cancer. Chapters cover cancer immunology, general approaches to cancer immunotherapy, vaccines, tumor antigens, the strategy of allogeneic and autologous cancer vaccines, personalized vaccines, whole-tumor antigen vaccines, protein and peptide vaccines, dendritic cell vaccines, genetic vaccines, candidate cancers for vaccination, obstacles to developing therapeutic cancer vaccines, combination therapy, future perspectives and concluding remarks on therapeutic cancer vaccines. - Introduces the feasible immunotherapeutic vaccines for patients with different types of cancer - Presents the status of past and current vaccines for cancer treatment - Considers advantages and disadvantages of different therapeutic cancer vaccines - Looks at the combination of vaccines and other modalities, including immunotherapeutic and conventional methods - Analyzes obstacles to development of therapeutic cancer vaccines - Gives a view on future perspectives in the application of therapeutic cancer vaccines
Download or read book Killing Cancer written by Tuula Kallunki and published by MDPI. This book was released on 2020-11-17 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite the efficiency of current cancer treatments, cancer is still a deadly disease for too many. In 2008, 7.6 million people died of cancer; with the current development, it is estimated that the annual cancer death number will grow to 13 million by 2030. There is clearly a need for not only more research but also more innovative and out of the mainstream scientific ideas to discover and develop even better cancer treatments. This book presents the collective works published in the recent Special Issue entitled “Killing Cancer: Discovery and Selection of New Target Molecules”. These articles comprise a selection of studies, ideas, and opinions that aim to facilitate knowledge, thoughts, and discussion about which biological and molecular mechanisms in cancer we should target and how we should target them.
