8 research outputs found

    The United States COVID-19 Forecast Hub dataset

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    Academic researchers, government agencies, industry groups, and individuals have produced forecasts at an unprecedented scale during the COVID-19 pandemic. To leverage these forecasts, the United States Centers for Disease Control and Prevention (CDC) partnered with an academic research lab at the University of Massachusetts Amherst to create the US COVID-19 Forecast Hub. Launched in April 2020, the Forecast Hub is a dataset with point and probabilistic forecasts of incident cases, incident hospitalizations, incident deaths, and cumulative deaths due to COVID-19 at county, state, and national, levels in the United States. Included forecasts represent a variety of modeling approaches, data sources, and assumptions regarding the spread of COVID-19. The goal of this dataset is to establish a standardized and comparable set of short-term forecasts from modeling teams. These data can be used to develop ensemble models, communicate forecasts to the public, create visualizations, compare models, and inform policies regarding COVID-19 mitigation. These open-source data are available via download from GitHub, through an online API, and through R packages

    Young and aged animals exhibit similar levels of IL-10 production.

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    <p>Spleen was examined for B220, CD4, CD8, and IL-10. Y-axis indicates percentage of B220+, CD4+, or CD8+ cells that were IL-10+. At least two to three animals were examined independently per group. </p

    Memory T, not naive T, exhibit elevated production of IFN-γ, in young and old animals.

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    <p>(<b>A</b>) CD4 and CD8 memory T cells expand in aged animals. Young and aged animals, with and without skin graft, were examined for memory T cells 14 days post-transplant. At least two to three animals were examined independently per group. (<b>B</b>) Splenocytes were examined for CD4, CD8, CD44, and IFN-γ expression. Tnaive cells were gated as CD4+ CD44low or CD8+ CD44low, while Tmem were gated as CD44hi. The percentage of IFN-γ+ cells is plotted on the y-axis. At least two to three animals were examined independently per group. </p

    A higher percentage of both CD4 and CD8 T cells from aged animals produce IFN-γ relative to those from young animals.

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    <p>Spleen and lymph node (LNC) from naive animals, grafted animals, and grafted, anti-CD45RB / anti-CD154-treated animals were examined 14 days after transplant, p<0.05*. Representative FACS plots are shown, <i>bottom</i>. 2 to 3 animals were examined independently in each group. </p

    Neutralizing anti-interferon-γ antibody does not prolong graft survival in aged recipients.

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    <p>C57BL/6 mice received C3H skin grafts and were treated with anti-CD40L/anti-CD45RB antibodies with or without anti-interferon-γ antibodies (low dose at 200 ug or high dose at 600 ug). All antibodies were injected every other day for one week starting on the day of transplant. </p

    Castration does not significantly modulate levels of CD4+ IFN-γ+ and CD8+ IFN-γ+ T cells.

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    <p>The effect of castration was examined on CD4+ and CD8+ T cells from spleen and lymph node of ungrafted and grafted, antibody-treated animals. Intracellular IFN-γ was examined two weeks after skin graft. Castration was performed 30 days before skin graft. In the absence of a skin graft, castration reduced the % of IFN-γ+ T cells in the lymph node, however, overall, castration did not significantly affect the percentages of IFN-γ production. </p

    In contrast to young recipients, aged recipients are resistant to transplant tolerance induction.

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    <p>Young C57BL/6 recipients (less than 3-months of age) and aged C57BL/6 recipients (over 12-months of age) reject C3H/HeJ skin graft at same tempo. When treated with anti-CD45RB and anti-CD154 antibodies, 50% of skin grafts survive over 80 days. In contrast, antibody-treated aged recipients reject quickly (aged MST = 16.5 days versus young MST = 87.5 days, p>0.001**).</p
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