Featured content start and through dates work completely independently of publish dates, which vary by category.
To ensure the category is still on the Featured news:
- Navigate to Core > Settings > News Settings > Featured Content
- Search for the news story
- Confirm the news story has been selected with the proper start and through dates
- If the need to be adjusted, click on the incorrect date to edit