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Table of Contents
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Cancer GenomicsNext-generation SequencingImplementation StrategiesBiomarkersBiological Therapies
[1] History of cancer - Wikipedia — History of cancer - Wikipedia History of cancer The history of cancer describes the development of the field of oncology and its role in the history of medicine. Cancer patient treatment and studies were restricted to individual physicians' practices until World War II when medical research centres discovered that there were large international differences in disease incidence. Main article: War on cancer ^ "The History of Cancer". ^ "The History of Cancer. DeVita V.T. and S.A. Rosenberg "Two Hundred Years of Cancer Research," New England Journal of Medicine (2012) 366#23 pp.2207–2214 pmid = 22646510 | pmc = 6293471 | doi = 10.1056/NEJMra1204479 "History of cancer, ancient and modern treatment methods." Cancer Science & Therapy 1.02 (2009) online Cancer Retrieved from "https://en.wikipedia.org/w/index.php?title=History_of_cancer&oldid=1279895947" History of cancer
[3] The History of Cancer Research: Introducing an AACR Centennial Series — A century is only a small segment in the timeline measuring the history of science through the ages, but for cancer research, the last 100 years overshadow all of the years that came before. Physicians have moved from being able to do very little to treat patients to achieving survival and cure rates no one believed possible. Just a few decades ago, young investigators and physicians were
[4] Understanding What Cancer Is: Ancient Times to Present — All About Cancer What Is Cancer? Cancer Glossary Cancer Care Explore All About Cancer All About Cancer Explore All About Cancer * Cancer Glossary Highlights of ACS Cancer Research ACS Research Team Bios* Early Cancer Detection Science All About Cancer What Is Cancer? Cancer Glossary Cancer Care Explore All About Cancer All About Cancer Explore All About Cancer * Cancer Glossary Highlights of ACS Cancer Research Cancer Help All About Cancer The History of Cancer What Is Cancer? * Cancer Glossary The History of Cancer Two Hundred Years of Cancer Research. Cancer. Cancer. Cancer. Cancer. The History of Cancer. Cancer Treatment Cancer If this was helpful, donate to help fund patient support services, research, and cancer content updates.
[5] The Biggest Cancer Research Breakthroughs in Recent Years — In October 2023, a potentially breakthrough vaccine for pancreatic cancer entered a Phase 2 clinical trial out of Memorial Sloan Kettering Cancer Center. The trial will evaluate whether the mRNA vaccine — which is customized for each of the approximately 260 enrolled patients at the center and sites around the world — prevents pancreatic
[6] Cancer Research Insights from the Latest Decade, 2010 to 2020 — All About Cancer What Is Cancer? All About Cancer All About Cancer What Is Cancer? All About Cancer For instance, ACS-funded researchers across the US have developed ways to quickly analyze the large amounts of data that result from gene sequencing, identify mutations in lung cancer genes, and helped find new treatments for lung cancer patients when the precision drug they were using stopped working. Over the last decade, ACS-funded researchers led the field in publishing studies on the benefits of early palliative care, finding that patients with metastatic non-small-cell lung cancer who received palliative care early in their treatment had big improvements in their quality of life and mood. Cancer If this was helpful, donate to help fund patient support services, research, and cancer content updates.
[8] The 2024 Impact Report of the Cancer Research Institute — CRI-funded researchers are addressing cancer’s complexity by identifying new targets such as tumor-specific neo-antigens, creating advanced genome-editing tools, and developing personalized cancer vaccines and cellular therapies. Beyond neo-antigen and cancer vaccines, CRI scientists are engaged in developing new strategies to identify the unique properties of tumors that can be exploited to develop personalized immunotherapies. Beyond supporting exceptional research, CRI funding provides training and career advancement opportunities, ensuring our scientists become world leaders in cancer immunotherapy. Upon receiving her CRI-Lloyd J Old STAR award, Dr. Merbl remarked “This grant will help us translate our scientific findings into innovative treatments, potentially offering new hope to cancer patients.” Building on CRI’s cutting-edge research in cancer immunotherapy, our clinical trials are advancing the fight against hard-to-treat cancers and pushing the boundaries to improve standard of care for patients.
[9] The Dawn of a New Era in Cancer Treatment - curetoday.com — New advancements in cancer treatment are reducing the need for radical surgeries, offering organ-sparing therapies and enhancing survivorship care and support for patients. ... However, a new era in cancer treatment is dawning, as we detail in this seasonal issue of CURE. Advancements in research and technology are allowing doctors to offer
[11] Exploring treatment options in cancer: tumor treatment strategies - Nature — The approval of T-VEC in 2015 and Delytact in 2021 for melanoma and malignant glioma, respectively, highlighted the resurgence of oncolytic viruses as a cancer treatment modality.19,20 The 2020 s have seen further advancements with the FDA approval of Sotorasib, the first small molecule inhibitor targeting specific KRAS gene mutations.21 In 2021, the National Comprehensive Cancer Network (NCCN) guidelines highlighted the combination of atezolizumab and bevacizumab as the preferred first-line treatment option for patients with hepatocellular carcinoma (HCC).22 This recommendation underscores the importance of immunotherapy and anti-angiogenic therapy in the frontline management of this aggressive form of cancer, reflecting the evolving landscape of cancer care and the continuous efforts to improve patient outcomes (Fig. 1).
[12] 11 new research advances from the past year - MD Anderson Cancer Center — Clinical Trials As part of our mission to eliminate cancer, MD Anderson researchers conduct hundreds of clinical trials to test new treatments for both common and rare cancers. The research, led by Florencia McAllister, M.D., professor of Gastrointestinal Medical Oncology and Genetics, and published in Cancer Cell, suggests a role for antibiotics or other interventions to maintain gut microbiome balance in trials with drugs targeting IL-17. Patients who received nivolumab had significantly prolonged event-free survival and a 42% reduction in risk of lung cancer progression, recurrence or death, according to research led by principal investigator Tina Cascone, M.D., Ph.D., associate professor of Thoracic/Head & Neck Medical Oncology.
[47] Two Hundred Years of Cancer Research | NEJM — In the mid-1970s, two landmark studies of adjuvant chemotherapy in breast cancer were published: one from the NSABP, which tested a single drug and was reported by Fisher and colleagues in 1975,15 and one from Italy, which tested a drug combination and was reported by Bonadonna et al. By 1991, thanks to the availability of multiple effective chemotherapeutic agents and hormone treatments, improved diagnostic tools for early diagnosis, and intelligently designed clinical trials, the rate of death from breast cancer began to fall, a trend that has continued.36 Early diagnosis and lumpectomy coupled with systemic therapy have greatly reduced the morbidity associated with breast-cancer treatment, with good cosmetic effects. Another paradigmatic change in cancer treatment occurred in 2006, when Druker et al.37 showed the efficacy of a drug (imatinib) that targeted the unique molecular abnormality in chronic myeloid leukemia.
[48] Exploring treatment options in cancer: tumor treatment strategies - Nature — The approval of T-VEC in 2015 and Delytact in 2021 for melanoma and malignant glioma, respectively, highlighted the resurgence of oncolytic viruses as a cancer treatment modality.19,20 The 2020 s have seen further advancements with the FDA approval of Sotorasib, the first small molecule inhibitor targeting specific KRAS gene mutations.21 In 2021, the National Comprehensive Cancer Network (NCCN) guidelines highlighted the combination of atezolizumab and bevacizumab as the preferred first-line treatment option for patients with hepatocellular carcinoma (HCC).22 This recommendation underscores the importance of immunotherapy and anti-angiogenic therapy in the frontline management of this aggressive form of cancer, reflecting the evolving landscape of cancer care and the continuous efforts to improve patient outcomes (Fig. 1).
[49] Cancer treatment and survivorship statistics, 2022 — The 5-year relative survival rate has increased from 75% for patients diagnosed in the mid-1970s to 90% for those diagnosed during 2011 through 2017, 11, 33 largely because of advances in hormonal treatments and earlier detection as a result of increased mammography screening prevalence. 34 The 5-year relative survival rate approaches 100% for
[52] A New Framework for Patient Engagement in Cancer Clinical Trials ... — We developed a structured process to engage patient advocates more effectively in the development of cancer clinical trials and piloted the process in four SWOG research committees, including implementation of a new Patient Advocate Executive Review Form that systematically captures patient advocates’ input at the concept stage. Our experience in engaging the leadership, researchers, protocol coordinators, and patient advocates at SWOG provides a framework for others interested in bringing the patient voice more directly into clinical trial conception and development. Based on the results of our pilot study of a structured process for patient engagement during the study concept development phase of research at SWOG, as well as the results from the Patient Advocate Engagement Experience Survey, SWOG leadership has implemented this new model for patient advocate engagement in research (Figure 3).
[53] Cancer patient advocacy: New opportunities for treatment advances — In the cancer arena, patient advocacy organizations have played critical roles in changing how the public views a particular kind of cancer by increasing public awareness of a specific cancer and demanding improvements in available treatments, access to these treatments, and specific and overall outcomes. Breast cancer provides a prime example.
[84] Why Is Cancer Research Important? - NCI - National Cancer Institute — Cancer research is the key to progress against cancer. There are four major types of research: basic, clinical, epidemiological, and translational. This infographic describes the differences between each type of research and how they can help drive progress. View and Print Infographic.
[85] What are the types of cancer research? | Masonic Cancer Center — The different types of cancer research are crucial team players in helping us develop whole-of-life methods for reducing the burden of cancer on Minnesotans. Basic research. The first level of research is called basic research, also known as laboratory research or bench science. Basic researchers study the cells, molecules, and genes that are
[86] PDF — • Cancer Research: Cancer Research Funding "Cancer research has always been among the most interdisciplinary of fields, mirroring the complexity of the many diseases it addresses." 1. Many classifications are used to describe different types of research. In this PIP Digest, we use the definitions of the
[87] How Do Researchers Translate Laboratory Findings to Clinical ... — Translating laboratory discoveries into clinical applications involves multiple steps. Initial findings in cellular or animal models are followed by clinical trials to evaluate the safety and efficacy of new treatments. Collaboration between laboratory scientists and clinicians is essential to bridge the gap between bench and bedside.
[88] Innovative laboratory techniques shaping cancer diagnosis and treatment ... — This review examines the evolving landscape of cancer detection, focusing on laboratory research breakthroughs and limitations in developing countries, while providing recommendations for advancing tumor diagnostics in resource-constrained environments. The search utilized keywords and phrases such as "cancer," "cancer diagnosis," "laboratory investigations," and "tumor research." Articles were selected based on their relevance to the study's aim of examining advancements in cancer diagnosis, with a particular focus on developing countries. Advancements in tumor diagnostic technologies, ranging from histopathology and molecular diagnostics to emerging tools such as single-cell technology, liquid biopsy, and artificial intelligence, have significantly enhanced cancer detection, classification, and treatment planning; however, their clinical impact in resource-limited settings remains constrained by high costs, technical complexity, and limited access.
[89] Translating lab discoveries to clinical trials in the age of ... — The pharmacogenomic groundwork laid in Yang's laboratory allows Karol to make great leaps in the clinic, particularly through individualized clinical trials such as RAVEN and SJALL23T. Exploring the rationale behind patient response to treatment means clinicians can make biologically informed decisions, maximizing positive patient outcomes.
[90] Global alliances in translational cancer research - Cell Press — Translating basic cancer biology into effective clinical therapies remains a major challenge due to differences in research models, communication gaps, and limited funding. This commentary underscores the transformative potential of international collaborations, which integrate diverse resources, multidisciplinary talent, and innovative trial designs to bridge the gap between laboratory
[91] Office of Translational Resources | Center for Cancer Research — The translation of basic research into therapeutics is a high priority for the CCR. The mission of the Office of Translational Resources (OTR) is to assist principal investigators (PIs) in rapidly translating advances in laboratory and clinical research into successful therapeutics and treatments for cancer. The OTR is available to offer advice and information to CCR PIs to facilitate
[93] Recent advances in the bench-to-bedside translation of cancer ... — Recent advances in the bench-to-bedside translation of cancer nanomedicines - ScienceDirect Recent advances in the bench-to-bedside translation of cancer nanomedicines Nanomedicines have shown great potential for revolutionizing cancer treatment by offering targeted and controlled drug delivery, reducing side effects, and improving patient outcomes. Accordingly, nanomedicines have been the focus of extensive research and development for clinical translation. Motivated by recent advances in the field, this review explores the current frontier of cancer nanomedicine. Future opportunities for cancer nanomedicines, including modifying the tumor microenvironment, integrating artificial intelligence and big data, and targeting new medical areas, are also discussed. This review underscores the potential of cancer nanomedicines to revolutionize treatment from a clinical standpoint. For all open access content, the Creative Commons licensing terms apply.
[94] CRISPR/Cas technologies for cancer drug discovery and treatment — Discoveries in basic biology can drive breakthroughs in applied cancer biology, and CRISPR gene editing has been fundamental to the development of new organoid and mouse knockout cancer models . For example, one study used CRISPR knockout to generate a human intestinal organoid model that recapitulated a classical mouse model of the sequential
[124] Top Cancer Treatment Advances at MSK in 2023 — Doctors at Memorial Sloan Kettering Cancer Center (MSK) pioneered advances in a variety of cancer treatment for patients in 2023. The results from many cutting-edge clinical trials this year are leading to promising new treatments for brain cancer, colorectal cancer, bladder cancer, endometrial cancer, and several different blood cancers. In addition, the Food and Drug Administration (FDA) approved seven drugs in 2023 based on clinical trials in which MSK played a pivotal role. “We are living in a transformative age for cancer care, where advances in the lab are moving into the clinic faster than ever before,” says MSK President and CEO Selwyn M. Vickers, MD, FACS.
[128] Epigenetic alterations and mechanisms that drive resistance to targeted ... — A worthy step in this direction is the TRACERx project, which integrates several technologies to study evolution of different cancer types under therapeutic intervention (78 - 81). These studies are expected to lay the foundation for providing long-term care for cancer patients, even when first-line therapies fail, and drug resistance emerge.
[129] How TRACERx is helping us predict lung cancer's next move — Of these, around 80 to 85% are NSCLC. Since 2014, TRACERx has been collecting comprehensive genomic and clinical data from people with NSCLC, from their point of diagnosis throughout their treatment, to unpick the complexities of lung cancer and aid the design of new, targeted lung cancer treatments.
[137] A comprehensive overview on antibody-drug conjugates: from the ... — Unlike conventional chemotherapeutic drug-based therapies, that are mainly associated with modest specificity and therapeutic benefit, the three key components that form an ADC (a monoclonal antibody bound to a cytotoxic drug via a chemical linker moiety) achieve remarkable improvement in terms of targeted killing of cancer cells and, while sparing healthy tissues, a reduction in systemic side effects caused by off-tumor toxicity. Beginning with the first ADC, which was approved by the Food and Drug Administration (FDA) in 2000 (Norsworthy et al., 2018), and given the ever-evolving technology of mAbs, linkers, and payloads, by April 2023 13 different ADCs have been FDA-approved for clinical use for both solid and hematologic malignancies, setting the stage for a new era of targeted cancer therapy (Dumontet et al., 2023).
[144] FDA Approvals - Cancer Currents Blog - NCI — People with advanced endometrial cancer now have new FDA-approved treatment options: pembrolizumab and durvalumab, paired with chemotherapy, for tumors with a genetic change called mismatch repair deficiency.
[165] A view on drug resistance in cancer - Nature — Advertisement A view on drug resistance in cancer Nature volume 575, pages 299–309 (2019)Cite this article 129k Accesses 1133 Citations 241 Altmetric Metrics details Subjects Abstract The problem of resistance to therapy in cancer is multifaceted. Here we take a reductionist approach to define and separate the key determinants of drug resistance, which include tumour burden and growth kinetics; tumour heterogeneity; physical barriers; the immune system and the microenvironment; undruggable cancer drivers; and the many consequences of applying therapeutic pressures. We propose four general solutions to drug resistance that are based on earlier detection of tumours permitting cancer interception; adaptive monitoring during therapy; the addition of novel drugs and improved pharmacological principles that result in deeper responses; and the identification of cancer cell dependencies by high-throughput synthetic lethality screens, integration of clinico-genomic data and computational modelling. Main Drug resistance continues to be the principal limiting factor to achieving cures in patients with cancer. Here we attempt to present a framework for conceptualizing drug resistance in cancer by enumerating the basic determinants of resistance and considering their implications for the development of successful therapeutic strategies.
[166] A protracted war against cancer drug resistance | Cancer Cell ... — A comprehensive understanding of the underlying mechanisms contributing to the complex story of tumor progression and drug resistance will help facilitate the development of effective approaches that are aimed at preventing the clonal selection of drug-tolerant cancerous cells and maximizing patient benefits. This so-called “tumor evolution” describes the presence of multiple divergent cancer cell subpopulations in the same tumor or patient, promoting primary/metastatic lesions and cancer relapse as well as drug resistance after therapeutic failure . Differences in TME are another form of tumor heterogeneity contributing cancer drug resistance by preventing immune clearance of malignant cells, hindering drug absorption and stimulating paracrine growth factors to signal cancer cell growth, etc .
[167] Why Do Cancer Treatments Stop Working? - NCI - National Cancer Institute — One combination treatment approach is to "co-administer drugs that work by different molecular mechanisms," Bissan Al-Lazikani, Ph.D., of Cancer Research UK and her colleagues wrote in Nature Biotechnology, "thereby increasing tumor cell killing while reducing the likelihood of drug resistance and minimizing overlapping toxicity.". Another approach is to treat patients with drugs that block
[181] A role for cancer stem cells in therapy resistance: cellular and ... — In this review we describe the mechanisms of CSC-related therapy resistance including drug efflux by ABC transporters, activation of aldehyde dehydrogenase and developmental pathways, enhanced DNA damage response, autophagy and microenvironmental conditions, and discuss possible therapeutic strategies for improving cancer treatment.
[189] Recent Advances in Artificial Intelligence to Improve Immunotherapy and ... — To achieve the required levels of diagnostic and therapeutic precision, it is necessary to integrate data from different sources and simulation platforms. Today, artificial intelligence (AI), machine learning (ML), and predictive computer models are more efficient at guiding decisions regarding better therapies and medical procedures.
[190] (PDF) The Significance of Artificial Intelligence and Machine Learning ... — Artificial intelligence (AI) and machine learning (ML) have emerged as transformative tools for identifying new immunotherapy targets by analyzing vast datasets from genomics, proteomics, and
[192] Cancer Care Disparities: Overcoming Barriers to Cancer Control in Low ... — Cancer is a leading cause of morbidity and mortality worldwide. The majority of new patients with cancer and deaths now occur in low- and middle-income countries (LMICs). 1 LMICs account for 57% of new patients with cancer and 65% of deaths. 1,2 However, profound health system challenges impede implementing comprehensive cancer services, including prevention, screening, diagnosis, treatment
[193] Eliminate Cancer Health Disparities - National Cancer Plan — Eliminate Cancer Health Disparities - National Cancer Plan Eliminate Cancer Health Disparities - National Cancer Plan Prevent Cancer Eliminate Cancer Health Disparities Eliminate Cancer Health Disparities - National Cancer Plan Goal: Disparities in cancer risk factors, incidence, treatment side effects, and mortality are eliminated through equitable access to prevention, screening, treatment, and survivorship care. The reasons for cancer disparities are complex and include both biological and societal factors that impact a person’s health. In the case of permitted digital reproduction, please credit the National Cancer Institute as the source and link to the original NCI product using the original product's title; e.g., “Eliminate Cancer Health Disparities - National Cancer Plan was originally published by the National Cancer Institute.” NCI Cancer Research 1-800-4-CANCER
[195] Reducing Cancer Disparities through Community Engagement in Policy ... — Along with other partners in the public health system, community- based organizations such as local cancer councils can play valuable roles in developing policies that are responsive to community needs and in mobilizing resources to support policy adoption and implementation. Community-based organizations (CBOs) are a popular choice for addressing public health problems in communities where other kinds of approaches have failed.7– 16 Community-based organizations are being recognized as a key mechanism for intervention-related activities from smoking to teen pregnancy to underage drinking and driving to cancer prevention and screening.17,18 In its 2002 report, The Future of the Public’s Health, the Institute of Medicine recommended governmental public health agencies provide direct support for community health-improvement initiatives by assessing community needs, providing technical assistance, and developing solutions that improve health status. Community engagement through local cancer councils may inform and improve the policy development processes within public health systems.
[206] Artificial Intelligence (AI) and Cancer — In recent years, advances in three areas—methods and algorithms for training AI models, computer hardware needed to train these models, and access to large volumes of cancer data such as imaging, genomics, and clinical data—have converged, leading to promising new applications of AI in cancer research. NCI-funded researchers have developed an AI model that can predict survival outcomes for patients with invasive, nonmetastatic breast cancer using digital pathology slide images. For example, NCI-funded researchers have developed AI methods to combine histopathology data and molecular data to predict outcomes from patients with brain cancer that perform better than models using one data type. NCI is committed to supporting research aimed at addressing these challenges and advancing the development of AI methods that will accelerate the effort to end cancer as we know it.
[210] Personalized immunotherapy in cancer precision medicine — Personalized immunotherapy in cancer precision medicine - PubMed With the significant advances in cancer genomics using next-generation sequencing technologies, genomic and molecular profiling-based precision medicine is used as a part of routine clinical test for guiding and selecting the most appropriate treatments for individual cancer patients. Although many molecular-targeted therapies for a number of actionable genomic alterations have been developed, the clinical application of such information is still limited to a small proportion of cancer patients. Cancer immunotherapies, which target neoantigens, could lead to a precise treatment for cancer patients, despite the challenge in accurately predicting neoantigens that can induce cytotoxic T cells in individual patients. Precise prediction of neoantigens should accelerate the development of personalized immunotherapy including cancer vaccines and T-cell receptor-engineered T-cell therapy for a broader range of cancer patients. doi: 10.3390/cancers16193254.
[211] Revolutionizing cancer treatment: the rise of personalized ... — It acknowledges the challenges, including drug resistance and the need for high specificity in certain therapies, while also highlighting the effectiveness of cancer vaccines, modified T-cells, and oncolytic viruses. There are different types of biological therapies for cancer and they include: cancer vaccines, angiogenesis inhibitors, adoptive cell transfer, monoclonal antibodies, immune checkpoint modulators, targeted drug therapy, chimeric antigen receptor (CAR) T-cell therapy, targeted drug therapy and chemotherapy, cytokine therapy, Bacillus Calmette-Guerin therapy, gene therapy, immunoconjugates and oncolytic virus therapy. In this review, we have discussed various biological therapies and their effectiveness in targeting different types of cancers, with a focus on the potential of monoclonal antibodies and adoptive cell transfer in personalized medicine.
[214] Climate Change and Cancer — Climate change is an environmental and public health threat with implications across the cancer control continuum. Climate change-fueled events increase exposures to cancer risk factors, reduce food access and nutritional quality, impede health behaviors, and disrupt cancer care delivery. ... Expand and enhance research to understand and
[215] An Action Plan for Environmentally Sustainable Cancer Care — Determining the climate effects of oncology care would require a systematic assessment of GHG emissions from cancer research and practice. The term given to these analyses is the life-cycle assessment, 5 in which a "life-cycle" indicates all activities performed across a process or product, from raw materials extraction until disposal.
[216] Behavioural and structural interventions in cancer prevention: towards ... — Interventions in individual lifestyles have often been viewed as the main component of cancer prevention strategies. However, environmental factors may facilitate or impede healthy behaviours. The behavioural‐structural dichotomy of cancer prevention can only be resolved by incorporating the 'Health in All Policies' perspective at
[217] Big data and artificial intelligence in cancer research — Big data and artificial intelligence in cancer research - ScienceDirect Big data and artificial intelligence in cancer research We provide a comprehensive overview of advances in the application of big data and AI technologies in cancer research. We propose a machine learning based intelligent service platform, designed to integrate cancer big data and employ AI algorithms for personalized health management. We provide a comprehensive overview of the current state of the art in big data and computational analysis, highlighting key applications, challenges, and future opportunities in cancer research. The integration of big data and AI in cancer research offers unprecedented discovery and application in precision oncology practices. However, how to effectively process, analyze, integrate, and interpret these large-scale multi-omics data to extract valuable information remains a major challenge for current cancer research.
[218] Bioinformatics, Big Data, and Cancer - NCI — The Cancer Data Science Laboratory (CDSL), in NCI's Center for Cancer Research, develops and uses computational approaches to analyze and integrate laboratory and patient data from cancer genomics and other "omics" research. Data from these initiatives and other NCI-supported studies have helped researchers better understand the biology of different cancers and identify potential new targets for therapies. NCI's Office of Data Sharing (ODS) coordinates data sharing policies across NCI and the cancer research community. The NCI Genomic Data Commons (GDC) provides a single source for data from NCI-funded initiatives and cancer research projects, as well as the analytical tools needed to mine them. Sign up for email updates
[220] Translating "Big Data" in Oncology for Clinical Benefit: Progress or ... — Analysis of the ever-increasing data explosion in cancer research and care represents perhaps the field's biggest challenge in providing the right algorithm-based decision tools to oncologists.