There are two options:
1. You can add a separator:
DayPilotGantt1.Separators.Add(DateTime.Today, Color.Red);
2. You can change the background color of the cells:
protected void DayPilotGantt1_BeforeCellRender(object sender, DayPilot.Web.Ui.Events.Gantt.BeforeCellRenderEventArgs e)
{
if (e.Start <= DateTime.Today && DateTime.Today < e.End) {
e.BackgroundColor = Color.Red;
}
}