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Book Understanding the Immuno Oncological Mechanism of Cancer Using Systems Immunology Approaches

Download or read book Understanding the Immuno Oncological Mechanism of Cancer Using Systems Immunology Approaches written by Rifat Hamoudi and published by Frontiers Media SA. This book was released on 2024-01-02 with total page 563 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Systems Biology in Cancer Immunotherapy

Download or read book Systems Biology in Cancer Immunotherapy written by Mahbuba Rahman and published by Bentham Science Publishers. This book was released on 2016-06-07 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past decades, systems biology approaches have been applied in different areas of life science research including oncology. Researchers now understand the hallmarks of cancer cells such as abnormal cell growth, inflammation, dysregulated metabolic pathways and drug resistance properties at a molecular level. Systems biology approaches have enabled researchers to investigate cancer immunology by identifying cancer related biomarkers on immune cells, and to study the effect of different therapies in tissue cultures and mouse models. Systems Biology in Cancer Immunotherapy explains the scope of systems biology in understanding the immune response to neoplasms. The book introduces readers to the concepts crucial to cancer immunology before delving into the applied systems biology topics such as the metabolic pathways in cancer cells, the biomolecular roles of signal transduction molecules and their respective biochemical pathways ad cancer immunotherapy. A brief conclusion at the end also provides some information from a clinical and commercial perspective on cancer immunotherapy. This volume is intended as an introductory reference for life science and medical students, researchers and academics interested in the application of systems biology to the immune system in oncology research and chemotherapy practice.

Book Cancer Immunology and Immunotherapy

Download or read book Cancer Immunology and Immunotherapy written by Mansoor M. Amiji and published by Elsevier. This book was released on 2021-08-27 with total page 548 pages. Available in PDF, EPUB and Kindle. Book excerpt: Delivery Technologies for Immuno-Oncology: Volume 1: Delivery Strategies and Engineering Technologies in Cancer Immunotherapy examines the challenges of delivering immuno-oncology therapies. Immuno-oncology (IO) is a growing field of medicine at the interface of immunology and cancer biology leading to development of novel therapeutic approaches, such as chimeric antigen receptor T-cell (CAR-T) and immune checkpoint blockade antibodies, that are clinically approved approaches for cancer therapy. Although currently approved IO approaches have shown tremendous promise for select types of cancers, broad application of IO strategies could even further improve the clinical success, especially for diseases such as pancreatic cancer, brain tumors where the success of IO so far has been limited. Nanotechnology-based targeted delivery strategies could improve the delivery efficiency of IO agents as well as provide additional avenues for novel therapeutic and vaccination strategies. Additionally, a number of locally-administered immunogenic scaffolds and therapeutic strategies, such as the use of STING agonist, could benefit from rationally designed biomaterials and delivery approaches. Delivery Technologies for Immuno-Oncology: Volume 1: Delivery Strategies and Engineering Technologies in Cancer Immunotherapy creates a comprehensive treaty that engages the scientific and medical community who are involved in the challenges of immunology, cancer biology, and therapeutics with possible solutions from the nanotechnology and drug delivery side. Comprehensive treaty covering all aspects of immuno-oncology (IO) Novel strategies for delivery of IO therapeutics and vaccines Forecasting on the future of nanotechnology and drug delivery for IO

Book Immunotherapy

    Book Details:
  • Author : Aung Naing
  • Publisher : Springer Nature
  • Release : 2020-04-16
  • ISBN : 3030410080
  • Pages : 339 pages

Download or read book Immunotherapy written by Aung Naing and published by Springer Nature. This book was released on 2020-04-16 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: Immunotherapy is a rapidly evolving field that mandates frequent revision of the book as new insights to fight cancer emerge. The third edition of Immunotherapy is an updated overview of immuno-oncology in different cancer types and toxicities associated with immunotherapy. It explores the breath of immunotherapeutic strategies available to treat a wide range of cancers, from melanoma and non-small cell lung cancer to gastrointestinal, genitourinary, gynecologic and nervous system malignancies. With increasing use of checkpoint inhibitors as standard of care and in clinical trials, the challenges associated with their use undoubtedly increase. As objective response is limited to a subset of patients and is often associated with distinct immune related side effects that are potentially life threatening, it is essential to identify patients who are likely to respond to immunotherapy and those who are at a risk for developing treatment-related side effects. In the absence of a validated predictive biomarker, innovative technologies and assays are being used to identify critical biomarkers that drive the immune response. Hence, a chapter to provide a basic understanding of the diagnostic procedures has been included besides the chapter on the cellular components of the human immune system. This new edition will also inform readers on use of novel microbiome and imaging approaches. Finally, the book includes a chapter on patient-reported outcomes in patients treated with immunotherapies as the authors recognize the importance of including missing patient voice in clinical trials and longitudinal assessment of symptom reports. In short, the third edition of this book provides a comprehensive overview of the latest developments in the field of immune-oncology that will help health care professionals make informed treatment decisions. The book’s chapters are written by a diverse cast of experts conducting cutting-edge research, providing the reader with the most up-to-date science.

Book Immuno Oncology

    Book Details:
  • Author : Seng-Lai Tan
  • Publisher : Humana
  • Release : 2020-01-07
  • ISBN : 9781071601709
  • Pages : 0 pages

Download or read book Immuno Oncology written by Seng-Lai Tan and published by Humana. This book was released on 2020-01-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book serves as a guide for identifying and applying commonly used cell-based translational assays as well as for assessing the therapeutic potential of new immuno-oncology therapeutics and advancing their mechanism of action. The detailed chapters within will provide readers with a baseline understanding of the pros and cons as well as key considerations for applying assays that are more reflective of the human immune-tumor microenvironment in order to increase their translatability into the clinic. Written for the Methods in Pharmacology and Toxicology series, the contents of this volume include the kind of specifics and real-world implementation advice to ensure success in the lab. Authoritative and practical, Immuno-Oncology: Cellular and Translational Approaches aims to aid researchers working on biotechnology and pharmaceutical efforts to search for the next generation of safer and more effective cancer immunotherapeutics.

Book Combinatorial Approaches to Enhance Anti Tumor Immunity  Focus on Immune Checkpoint Blockade Therapy

Download or read book Combinatorial Approaches to Enhance Anti Tumor Immunity Focus on Immune Checkpoint Blockade Therapy written by Patrik Andersson and published by Frontiers Media SA. This book was released on 2019-12-27 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: The immune system harbors great potential for controlling and eliminating tumors. Recent developments in the field of immuno-oncology has led to unprecedented clinical benefits for a broad spectrum of solid tumors. However, immunotherapy (IT) approaches currently have several limitations including (i) low response rate; (ii) development of resistance and (iii) causing severe immune-related adverse effects (IrAEs), which underline the importance of adequate patient selection. Importantly, IT holds promising synergistic potential when combined with standard-of-care chemotherapy, radiotherapy (RT) and anti-angiogenic therapy (AAT) as part of multi-modal oncologic treatment regimes. Published data suggest that there are potential synergy between RT and AAT, which ultimately could help potentiate the response to IT. However, the complex interactions between RT and IT and/or AAT remain poorly understood. Many research questions including optimal timing, scheduling and dosing, as well as patient selection and side effects of combined therapy approaches, remain to be addressed. This Research Topic aims to give a comprehensive overview of the current field with particular emphasis on the future outlook of RT and AAT as complementary approaches to improve IT in solid tumors.

Book Understanding convergent evasion mechanisms in cancer and chronic infection  Implications for immunotherapy

Download or read book Understanding convergent evasion mechanisms in cancer and chronic infection Implications for immunotherapy written by Matthias Theobald and published by Frontiers Media SA. This book was released on 2024-06-04 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: The complex interactions between the innate and adaptive immune systems function to recognize and clear pathogens or transformed cells, but inefficient interactions between these two systems can result in harmful immunologic responses including chronic infections and the development of cancer. Several hallmarks of dysfunctional adaptive immune responses often detected in tumors share specific features with ineffective immunity in chronic infections. The members of the micromilieu actively participate in the process of tumorigenesis or chronification of infection by modulating innate and adaptive immune system interactions leading e.g. to insufficient T cell responses. The best example is given by the acquisition of an “exhausted” state of cytotoxic CD8+ T cells (CTLs) responding to chronic infections or tumors that are associated with elevated expression of inhibitory receptors and impaired cytokine response. Targeting these major inhibitory pathways by immune checkpoint blockers represents a prime example of successful clinical translation of tumor-specific immunotherapies. Understanding the mechanisms behind (mal)adaptations of the immune system is crucial for achieving therapeutic benefits. The establishment and co-evolution of a dynamic microenvironment niche constituted by the recruitment of numerous cell types dampen immune responses and thus contribute to the development of neoplastic transformation as well as infection. Although there are examples of successful immunotherapeutic approaches (CAR-T cells, immune checkpoint inhibitors, or mRNA vaccination), a large percentage of patients with cancer or chronic infections still do not benefit from these therapies or develop severe immune-related adverse events. The reasons for these failures are not well understood. A possible explanation might be that current immunotherapies target predominantly the effector arm of the immune system by trying to reactivate dysfunctional T cells, but do not sufficiently address the influence of the innate immune system and the contributions of the tumor microenvironment (TME) niche. The main problem we would like to address in this special issue is how inappropriate function of the innate immune system affects adaptive immunity and contributes to inefficient anti-cancer immunity and chronification of infections. The central goal is to provide a more precise understanding of the various (common and novel) immune evasion mechanisms in cancers and in chronic infections to obtain a detailed map of common and disease-specific immune escape checkpoints. To that aim, we want to compile a wide array of interdisciplinary studies exploring a comparative and multi-layered analysis of mechanisms responsible for inefficient immune responses, including novel approaches i.e. multi-omics or epigenetic signaling. We would also like to combine studies from different fields, including basic and clinical immunology, oncology, and virology/microbiology. We welcome the submission of Original Research, Review, Mini-Review, Methods, Case report, and Perspective articles that cover, but are not limited to the following topics: • Convergent mechanisms supporting immune escape in preclinical models (tumors and chronic infections) • Convergent evasion mechanisms mediated by tumor-infiltrating suppressive cells (Treg, MDSC, macro-phages, soluble mediators, signaling, metabolism, ...) • Convergent immune evasion mechanisms mediated by chronic infection (viral or parasite) • Novel strategies to modulate the TME by direct or indirect targeting of immune suppressor cells. • Approaches to enhance persistence and resilience of anticancer T cells • Combinatorial therapeutic strategies (mRNA, antibodies, immune checkpoint blockers …) that target convergent immune evasion mechanisms Manuscripts consisting solely of bioinformatics or computational analysis of public genomic or transcriptomic databases which are not accompanied by robust and relevant validation (clinical cohort or biological validation in vitro or in vivo) are out of scope for this topic.

Book Oncoimmunology

    Book Details:
  • Author : Laurence Zitvogel
  • Publisher : Springer
  • Release : 2017-12-13
  • ISBN : 3319624318
  • Pages : 724 pages

Download or read book Oncoimmunology written by Laurence Zitvogel and published by Springer. This book was released on 2017-12-13 with total page 724 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.

Book Tumor Induced Immune Suppression

Download or read book Tumor Induced Immune Suppression written by Dmitry I. Gabrilovich and published by Springer Science & Business Media. This book was released on 2014-02-10 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tumor-Induced Immune Suppression - Prospects and Progress in Mechanisms and Therapeutic Reversal presents a comprehensive overview of large number of different mechanisms of immune dysfunction in cancer and therapeutic approaches to their correction. This includes the number of novel mechanisms that has never before been discussed in previous monographs. The last decades were characterized by substantial progress in the understanding of the role of the immune system in tumor progression. Researchers have learned how to manipulate the immune system to generate tumor specific immune response, which raises high expectations for immunotherapy to provide breakthroughs in cancer treatment. It is increasingly clear that tumor-induced abnormalities in the immune system not only hampers natural tumor immune surveillance, but also limits the effect of cancer immunotherapy. Therefore, it is critically important to understand the mechanisms of tumor-induced immune suppression to make any progress in the field and this monograph provides these important insights.

Book Frontiers in Cancer Immunology  Systems Biology in Cancer Immunotherapy

Download or read book Frontiers in Cancer Immunology Systems Biology in Cancer Immunotherapy written by Mahbuba Rahman and published by Frontiers in Cancer Immunology. This book was released on 2016-06-07 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past decades, systems biology approaches have been applied in different areas of life science research including oncology. Researchers now understand the hallmarks of cancer cells such as abnormal cell growth, inflammation, dysregulated metabolic pathways and drug resistance properties at a molecular level. Systems biology approaches have enabled researchers to investigate cancer immunology by identifying cancer related biomarkers on immune cells, and to study the effect of different therapies in tissue cultures and mouse models. Systems Biology in Cancer Immunotherapy explains the scope of systems biology in understanding the immune response to neoplasms. The book introduces readers to the concepts crucial to cancer immunology before delving into the applied systems biology topics such as the metabolic pathways in cancer cells, the biomolecular roles of signal transduction molecules and immunotherapy. A brief conclusion at the end also provides some information from a clinical and commercial perspective on cancer immunotherapy. This volume is intended as an introductory reference for life science and medical students, researchers and academics interested in the application of systems biology to the immune system in cancer patients.

Book The Basics of Cancer Immunotherapy

Download or read book The Basics of Cancer Immunotherapy written by Haidong Dong and published by Springer. This book was released on 2018-01-05 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides patients and their physicians (especially “non-oncologist” health care providers) with a clear and concise introduction to cancer immunotherapy, which, unlike traditional forms of cancer therapy, acts by boosting the patient’s own immune system to fight cancer. The unique features of cancer immunotherapy make its management, monitoring and side-effects different from those of traditional cancer therapy. Especially novel are the side effects of cancer immunotherapy, necessitating greater awareness for both patients and physicians in order to minimize complications of therapy. The patient-friendly, concise, easy-to-understand, and up-to-date knowledge presented in this book will inform patients about the benefits and risks of cancer immunotherapy, and help them and their care providers to understand how immunotherapy would control their unique disease. Researchers and academic professionals in the field of cancer immunotherapy will also find clear and useful information to help them communicate with patients or address unresolved problems. Some key features of the book are: Expertise. All editors and authors are scientists and oncologists specializing in cancer immunotherapy, and are involved in scientific discovery from the early stage of immune-checkpoint inhibitors to today’s daily patient care. Their insights, expertise and experience guarantee the high quality and authority in the science, medicine and practice of cancer immunotherapy. Patient-friendly. This book is written for cancer patients in order to meet their needs when considering immunotherapy. As an educational tool, this book will help the reader balance the risks and benefits based on both science and clinical facts, and therefore to make the best choice in receiving or withdrawing from immunotherapy. Disease Specificity. Cancer is a complicated disease involving multiple stages and pathology. Its response to immunotherapy is individualized and varies depending on cancer types. The authors’ expertise in treating different types of cancers, including melanoma, lung, kidney, bladder, and lymphoma, provides disease-specific insights in applying immunotherapy to each disease.

Book Cancer Immunology and Immunotherapy

Download or read book Cancer Immunology and Immunotherapy written by Mansoor M. Amiji and published by Academic Press. This book was released on 2021-08-18 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: Delivery Technologies for Immuno-Oncology: Volume 1: Delivery Strategies and Engineering Technologies in Cancer Immunotherapy examines the challenges of delivering immuno-oncology therapies. Immuno-oncology (IO) is a growing field of medicine at the interface of immunology and cancer biology leading to development of novel therapeutic approaches, such as chimeric antigen receptor T-cell (CAR-T) and immune checkpoint blockade antibodies, that are clinically approved approaches for cancer therapy. Although currently approved IO approaches have shown tremendous promise for select types of cancers, broad application of IO strategies could even further improve the clinical success, especially for diseases such as pancreatic cancer, brain tumors where the success of IO so far has been limited. Nanotechnology-based targeted delivery strategies could improve the delivery efficiency of IO agents as well as provide additional avenues for novel therapeutic and vaccination strategies. Additionally, a number of locally-administered immunogenic scaffolds and therapeutic strategies, such as the use of STING agonist, could benefit from rationally designed biomaterials and delivery approaches. Delivery Technologies for Immuno-Oncology: Volume 1: Delivery Strategies and Engineering Technologies in Cancer Immunotherapy creates a comprehensive treaty that engages the scientific and medical community who are involved in the challenges of immunology, cancer biology, and therapeutics with possible solutions from the nanotechnology and drug delivery side. Comprehensive treaty covering all aspects of immuno-oncology (IO) Novel strategies for delivery of IO therapeutics and vaccines Forecasting on the future of nanotechnology and drug delivery for IO

Book Immuno Oncology

    Book Details:
  • Author : Thomas Ichim
  • Publisher : Createspace Independent Publishing Platform
  • Release : 2015-05-08
  • ISBN : 9781512115031
  • Pages : 0 pages

Download or read book Immuno Oncology written by Thomas Ichim and published by Createspace Independent Publishing Platform. This book was released on 2015-05-08 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The immune system offers the possibility of treating cancer and its metastasis without the toxicities of chemotherapy. Unfortunately, despite recent medical advances, overall survival of patients is still relatively dismal. Advances such development of Provenge, which is the first widely accepted immunotherapy of cancer have attracted media attention and interest, however survival advantage was only 3 months in double blind trials. In this book we take a multi-disciplinary approach to analyzing in a highly referenced and technical manner the various cellular, biochemical and immunological changes that occur in cancer patients. By categorizing what cancer does to the body, and how the body tries to fight the cancer, an overall picture is painted of various interventions and combination interventions that can be tried in order to maximize probability of patient improvement. Various conventional and unconventional approaches to cancer are described in this volume, including macrophage activation therapy, oxidative medicine, lymphokine activated killers, and non-specific immune stimulants. Significant effort was made by the authors to detail how various components of the immune system collaborate in the recognition of cancer cells, how cancer cells avoid immune attack, and means of derepressing immunity using chemical, cellular, and genetic approaches. Specific tumor immune evasion mechanisms that are described include: a) the tryptophan-catabolizing enzyme indolamine 2,3 deoxygenase (IDO), which selectively induces suppression of cytotoxic T cells through anergy, apoptosis, and T regulatory cell generation; b) IL-10, a cytokine produced by tumor cells, as well as tumor-associated macrophages, which induces generation of T regulatory cells; c) cancer derived exosomes, which act as nanoparticle vesicles, that directly induce apoptosis of tumor-reactive T cells, as well as assist in formation of extracellular matrix that is receptive to tumor metastasis; d) soluble HLA-like molecules including MICA, which block the activation of natural killer cells, the cells that are capable of killing tumors which have downregulated antigen presentation; e) arginase, an enzyme produced by M2 macrophages, which produces an immune suppressive localized environment; and f) tumor lactic acid accumulation, which blocks cytotoxic activity of T cells, while at the same time allowing for survival of T regulatory cells, which in turn suppress the immune system. In addition to overviewing how cancer suppresses the immune system, discuss how the immune system suppresses cancer. Detailed descriptions are provided of immune modulators that have demonstrated clinical efficacy signals dating back from the days of Coley's toxins, all the way to the current immune checkpoint inhibitor trials. Specific areas of concentration include: a) cytokine induced killer cells; b) lymphokine activated killers; c) BCG; and d) cancer vaccines. We trust that the current volume will provide its readers not only with details of the immune-tumor interaction, but will also provide solid support for novel experimental approaches to cancer, including combination of T regulatory cell depleting chemotherapies with immunotherapy, as well as combinations of intravenous nutrients with immune stimulators.

Book Exercise Oncology

    Book Details:
  • Author : Kathryn H. Schmitz
  • Publisher : Springer Nature
  • Release : 2020-05-04
  • ISBN : 3030420116
  • Pages : 438 pages

Download or read book Exercise Oncology written by Kathryn H. Schmitz and published by Springer Nature. This book was released on 2020-05-04 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: This groundbreaking book presents a unique and practical approach to the evolving field of exercise oncology - the study of physical activity in the context of cancer prevention and control. Presenting the current state of the art, the book is sensibly divided into four thematic sections. Following an opening chapter presenting an overview and timeline of exercise oncology, the chapters comprising part I discuss primary cancer prevention, physical activity and survivorship, and the mechanisms by which these operate. Diagnosis and treatment considerations are discussed in part II, including prehabilitation, exercise during surgical recovery, infusion and radiation therapies, and treatment efficacy. Post-treatment and end-of-life care are covered in part III, including cardio-oncology, energetics and palliative care. Part IV presents behavioral, logistical and policy-making considerations, highlighting a multidisciplinary approach to exercise oncology as well as practical matters such as reimbursement and economics. Written and edited by experts in the field, Exercise Oncology will be a go-to practical resource for sports medicine clinicians, family and primary care physicians, oncologists, physical therapy and rehabilitation specialists, and all medical professionals who treat cancer patients.

Book Immunological Surveillance

Download or read book Immunological Surveillance written by Macfarlane Burnet and published by Elsevier. This book was released on 2014-05-17 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: Immunological Surveillance

Book The Shape of Life

    Book Details:
  • Author : Rudolf A. Raff
  • Publisher : University of Chicago Press
  • Release : 2012-12-14
  • ISBN : 022625657X
  • Pages : 545 pages

Download or read book The Shape of Life written by Rudolf A. Raff and published by University of Chicago Press. This book was released on 2012-12-14 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rudolf Raff is recognized as a pioneer in evolutionary developmental biology. In their 1983 book, Embryos, Genes, and Evolution, Raff and co-author Thomas Kaufman proposed a synthesis of developmental and evolutionary biology. In The Shape of Life, Raff analyzes the rise of this new experimental discipline and lays out new research questions, hypotheses, and approaches to guide its development. Raff uses the evolution of animal body plans to exemplify the interplay between developmental mechanisms and evolutionary patterns. Animal body plans emerged half a billion years ago. Evolution within these body plans during this span of time has resulted in the tremendous diversity of living animal forms. Raff argues for an integrated approach to the study of the intertwined roles of development and evolution involving phylogenetic, comparative, and functional biology. This new synthesis will interest not only scientists working in these areas, but also paleontologists, zoologists, morphologists, molecular biologists, and geneticists.

Book The Heterogeneity of Cancer Metabolism

Download or read book The Heterogeneity of Cancer Metabolism written by Anne Le and published by Springer. This book was released on 2018-06-26 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genetic alterations in cancer, in addition to being the fundamental drivers of tumorigenesis, can give rise to a variety of metabolic adaptations that allow cancer cells to survive and proliferate in diverse tumor microenvironments. This metabolic flexibility is different from normal cellular metabolic processes and leads to heterogeneity in cancer metabolism within the same cancer type or even within the same tumor. In this book, we delve into the complexity and diversity of cancer metabolism, and highlight how understanding the heterogeneity of cancer metabolism is fundamental to the development of effective metabolism-based therapeutic strategies. Deciphering how cancer cells utilize various nutrient resources will enable clinicians and researchers to pair specific chemotherapeutic agents with patients who are most likely to respond with positive outcomes, allowing for more cost-effective and personalized cancer therapeutic strategies.