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      Precision oncology for acute myeloid leukemia using a knowledge bank approach

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          Abstract

          Peter Campbell, Hartmut Döhner and colleagues present an analysis of genetic mutations and clinical information from 1,540 patients with acute myeloid leukemia, demonstrating the utility of clinical knowledge banks for personalized medicine. They show that use of their approach could reduce the number of hematopoietic cell transplants in patients with AML by up to 25% while maintaining survival rates.

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          Most cited references17

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          Whole-exome sequencing and clinical interpretation of FFPE tumor samples to guide precision cancer medicine

          Translating whole exome sequencing (WES) for prospective clinical use may impact the care of cancer patients; however, multiple innovations are necessary for clinical implementation. These include: (1) rapid and robust WES from formalin-fixed paraffin embedded (FFPE) tumor tissue, (2) analytical output similar to data from frozen samples, and (3) clinical interpretation of WES data for prospective use. Here, we describe a prospective clinical WES platform for archival FFPE tumor samples. The platform employs computational methods for effective clinical analysis and interpretation of WES data. When applied retrospectively to 511 exomes, the interpretative framework revealed a “long tail” of somatic alterations in clinically important genes. Prospective application of this approach identified clinically relevant alterations in 15/16 patients. In one patient, previously undetected findings guided clinical trial enrollment leading to an objective clinical response. Overall, this methodology may inform the widespread implementation of precision cancer medicine.
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            How we treat chronic graft-versus-host disease.

            Chronic graft-versus-host disease (GVHD) remains a common and potentially life-threatening complication of allogeneic hematopoietic stem cell transplantation (HCT). The 2-year cumulative incidence of chronic GVHD requiring systemic treatment is ~30% to 40% by National Institutes of Health criteria. The risk of chronic GVHD is higher and the duration of treatment is longer after HCT with mobilized blood cells than with marrow cells. Clinical manifestations can impair activities of daily living and often linger for years. Hematology and oncology specialists who refer patients to centers for HCT are often subsequently involved in the management of chronic GVHD when patients return to their care after HCT. Treatment of these patients can be optimized under shared care arrangements that enable referring physicians to manage long-term administration of immunosuppressive medications and supportive care with guidance from transplant center experts. Keys to successful collaborative management include early recognition in making the diagnosis of chronic GVHD, comprehensive evaluation at the onset and periodically during the course of the disease, prompt institution of systemic and topical treatment, appropriate monitoring of the response, calibration of treatment intensity over time in order to avoid overtreatment or undertreatment, and the use of supportive care to prevent complications and disability.
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              Genomics and the continuum of cancer care.

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                Author and article information

                Journal
                Nature Genetics
                Nat Genet
                Springer Nature
                1061-4036
                1546-1718
                January 16 2017
                January 16 2017
                :
                :
                Article
                10.1038/ng.3756
                5764082
                28092685
                ec0378b1-0064-4a68-8f34-5d38038e7b0d
                © 2017
                History

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